BCrun.txt

control
([10, 'mse', 10, 2, True, 1], 0.0013799040467323178)
([10, 'mse', 10, 2, True, 10], 0.0041650108120032713)
([10, 'mse', 10, 2, True, 50], 0.016487794100808435)
([10, 'mse', 10, 2, False, 1], 0.0014730861837324036)
([10, 'mse', 10, 2, False, 10], 0.0039439378642901531)
([10, 'mse', 10, 2, False, 50], 0.016197018806012726)
([10, 'mse', 10, 10, True, 1], 0.001816485290215323)
([10, 'mse', 10, 10, True, 10], 0.0044402719156009492)
([10, 'mse', 10, 10, True, 50], 0.018034911713728362)
([10, 'mse', 10, 10, False, 1], 0.0017525542157443025)
([10, 'mse', 10, 10, False, 10], 0.0039437179681051397)
([10, 'mse', 10, 10, False, 50], 0.016197018806012733)
([10, 'mse', 10, 50, True, 1], 0.0091006194862652216)
([10, 'mse', 10, 50, True, 10], 0.0091738494139598746)
([10, 'mse', 10, 50, True, 50], 0.018518859650630611)
([10, 'mse', 10, 50, False, 1], 0.0092861244988656534)
([10, 'mse', 10, 50, False, 10], 0.0092526686504719215)
([10, 'mse', 10, 50, False, 50], 0.016197018806012733)
([10, 'mse', 20, 2, True, 1], 0.0016619587162977124)
([10, 'mse', 20, 2, True, 10], 0.0039217474891671406)
([10, 'mse', 20, 2, True, 50], 0.017182331490124998)
([10, 'mse', 20, 2, False, 1], 0.0016231971248963672)
([10, 'mse', 20, 2, False, 10], 0.003943058279550069)
([10, 'mse', 20, 2, False, 50], 0.016197018806012722)
([10, 'mse', 20, 10, True, 1], 0.0017834643375997568)
([10, 'mse', 20, 10, True, 10], 0.0042007207382370026)
([10, 'mse', 20, 10, True, 50], 0.017955287214454264)
([10, 'mse', 20, 10, False, 1], 0.0017525542157443025)
([10, 'mse', 20, 10, False, 10], 0.0039437179681051241)
([10, 'mse', 20, 10, False, 50], 0.016197018806012733)
([10, 'mse', 20, 50, True, 1], 0.0092698853958478131)
([10, 'mse', 20, 50, True, 10], 0.0088312087937976805)
([10, 'mse', 20, 50, True, 50], 0.017675334185059937)
([10, 'mse', 20, 50, False, 1], 0.0092861244988656534)
([10, 'mse', 20, 50, False, 10], 0.0092526686504719059)
([10, 'mse', 20, 50, False, 50], 0.016197018806012722)
([10, 'mse', None, 2, True, 1], 0.0015070341646365336)
([10, 'mse', None, 2, True, 10], 0.0049737641455363151)
([10, 'mse', None, 2, True, 50], 0.017232566873849869)
([10, 'mse', None, 2, False, 1], 0.0013660546330082624)
([10, 'mse', None, 2, False, 10], 0.0039434980719201098)
([10, 'mse', None, 2, False, 50], 0.016197018806012715)
([10, 'mse', None, 10, True, 1], 0.0017457614954772857)
([10, 'mse', None, 10, True, 10], 0.0039724419635754704)
([10, 'mse', None, 10, True, 50], 0.016841293979029056)
([10, 'mse', None, 10, False, 1], 0.0017525542157443025)
([10, 'mse', None, 10, False, 10], 0.0039439378642901583)
([10, 'mse', None, 10, False, 50], 0.016197018806012722)
([10, 'mse', None, 50, True, 1], 0.0089117663008538885)
([10, 'mse', None, 50, True, 10], 0.0085674346497820776)
([10, 'mse', None, 50, True, 50], 0.018262879001286259)
([10, 'mse', None, 50, False, 1], 0.0092861244988656291)
([10, 'mse', None, 50, False, 10], 0.0092526686504719215)
([10, 'mse', None, 50, False, 50], 0.016197018806012729)
([10, 'mae', 10, 2, True, 1], 0.0012116070001527706)
([10, 'mae', 10, 2, True, 10], 0.0054883181324559376)
([10, 'mae', 10, 2, True, 50], 0.020545727315690276)
([10, 'mae', 10, 2, False, 1], 0.0012447900413310978)
([10, 'mae', 10, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 2, False, 50], 0.014011996370374194)
([10, 'mae', 10, 10, True, 1], 0.0015643571924889839)
([10, 'mae', 10, 10, True, 10], 0.0050025394700730329)
([10, 'mae', 10, 10, True, 50], 0.019189272603742823)
([10, 'mae', 10, 10, False, 1], 0.0015162091203174903)
([10, 'mae', 10, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 10, False, 50], 0.014011996370374194)
([10, 'mae', 10, 50, True, 1], 0.0080327027360457669)
([10, 'mae', 10, 50, True, 10], 0.0079290647959710057)
([10, 'mae', 10, 50, True, 50], 0.018652041971229525)
([10, 'mae', 10, 50, False, 1], 0.00901170680662957)
([10, 'mae', 10, 50, False, 10], 0.00901170680662957)
([10, 'mae', 10, 50, False, 50], 0.014011996370374194)
([10, 'mae', 20, 2, True, 1], 0.0015298193827393591)
([10, 'mae', 20, 2, True, 10], 0.00549946889684592)
([10, 'mae', 20, 2, True, 50], 0.02068830555765027)
([10, 'mae', 20, 2, False, 1], 0.0013082326885194345)
([10, 'mae', 20, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 2, False, 50], 0.014011996370374194)
([10, 'mae', 20, 10, True, 1], 0.0016802543011627464)
([10, 'mae', 20, 10, True, 10], 0.0053340102883721553)
([10, 'mae', 20, 10, True, 50], 0.020377767926936789)
([10, 'mae', 20, 10, False, 1], 0.0015606388027118313)
([10, 'mae', 20, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 10, False, 50], 0.014011996370374194)
([10, 'mae', 20, 50, True, 1], 0.0091336927573457301)
([10, 'mae', 20, 50, True, 10], 0.008160356920687244)
([10, 'mae', 20, 50, True, 50], 0.018884595857783723)
([10, 'mae', 20, 50, False, 1], 0.00901170680662957)
([10, 'mae', 20, 50, False, 10], 0.00901170680662957)
([10, 'mae', 20, 50, False, 50], 0.014011996370374194)
([10, 'mae', None, 2, True, 1], 0.0013318162027927229)
([10, 'mae', None, 2, True, 10], 0.0048902133189586807)
([10, 'mae', None, 2, True, 50], 0.019348487755753811)
([10, 'mae', None, 2, False, 1], 0.0014625181836522986)
([10, 'mae', None, 2, False, 10], 0.0057343129296145807)
([10, 'mae', None, 2, False, 50], 0.014011996370374194)
([10, 'mae', None, 10, True, 1], 0.0018179688342341528)
([10, 'mae', None, 10, True, 10], 0.0055076962718324336)
([10, 'mae', None, 10, True, 50], 0.020277678821873708)
([10, 'mae', None, 10, False, 1], 0.0015162091203174903)
([10, 'mae', None, 10, False, 10], 0.0057343129296145807)
([10, 'mae', None, 10, False, 50], 0.014011996370374194)
([10, 'mae', None, 50, True, 1], 0.0085437118008454601)
([10, 'mae', None, 50, True, 10], 0.0081612636560623245)
([10, 'mae', None, 50, True, 50], 0.019900848074976676)
([10, 'mae', None, 50, False, 1], 0.00901170680662957)
([10, 'mae', None, 50, False, 10], 0.00901170680662957)
([10, 'mae', None, 50, False, 50], 0.014011996370374194)
([50, 'mse', 10, 2, True, 1], 0.0014442845545107428)
([50, 'mse', 10, 2, True, 10], 0.0042855295011235278)
([50, 'mse', 10, 2, True, 50], 0.018009283083210023)
([50, 'mse', 10, 2, False, 1], 0.0013429785012762049)
([50, 'mse', 10, 2, False, 10], 0.0039438938850532698)
([50, 'mse', 10, 2, False, 50], 0.01619701880601274)
([50, 'mse', 10, 10, True, 1], 0.0016619311986217295)
([50, 'mse', 10, 10, True, 10], 0.0039994781693629454)
([50, 'mse', 10, 10, True, 50], 0.018498568989102213)
([50, 'mse', 10, 10, False, 1], 0.0017525542157445415)
([50, 'mse', 10, 10, False, 10], 0.0039438059265792568)
([50, 'mse', 10, 10, False, 50], 0.01619701880601274)
([50, 'mse', 10, 50, True, 1], 0.0087213256524038812)
([50, 'mse', 10, 50, True, 10], 0.0085017228346207993)
([50, 'mse', 10, 50, True, 50], 0.017966463328413361)
([50, 'mse', 10, 50, False, 1], 0.0092861244988657558)
([50, 'mse', 10, 50, False, 10], 0.0092526686504719995)
([50, 'mse', 10, 50, False, 50], 0.016197018806012736)
([50, 'mse', 20, 2, True, 1], 0.0013741980150992616)
([50, 'mse', 20, 2, True, 10], 0.0041195433624491243)
([50, 'mse', 20, 2, True, 50], 0.017793488883943668)
([50, 'mse', 20, 2, False, 1], 0.0013616133088895296)
([50, 'mse', 20, 2, False, 10], 0.0039434540926832221)
([50, 'mse', 20, 2, False, 50], 0.01619701880601274)
([50, 'mse', 20, 10, True, 1], 0.0015839642431429032)
([50, 'mse', 20, 10, True, 10], 0.0041434070225631241)
([50, 'mse', 20, 10, True, 50], 0.019211414936657362)
([50, 'mse', 20, 10, False, 1], 0.0017525542157445415)
([50, 'mse', 20, 10, False, 10], 0.0039438059265792568)
([50, 'mse', 20, 10, False, 50], 0.016197018806012733)
([50, 'mse', 20, 50, True, 1], 0.0088268937733140852)
([50, 'mse', 20, 50, True, 10], 0.0086639800346148214)
([50, 'mse', 20, 50, True, 50], 0.018219249694897466)
([50, 'mse', 20, 50, False, 1], 0.0092861244988657436)
([50, 'mse', 20, 50, False, 10], 0.009252668650472003)
([50, 'mse', 20, 50, False, 50], 0.016197018806012736)
([50, 'mse', None, 2, True, 1], 0.0013967310895874575)
([50, 'mse', None, 2, True, 10], 0.0040672913725666865)
([50, 'mse', None, 2, True, 50], 0.018148059407882441)
([50, 'mse', None, 2, False, 1], 0.0014577910192945305)
([50, 'mse', None, 2, False, 10], 0.0039438499058162633)
([50, 'mse', None, 2, False, 50], 0.016197018806012736)
([50, 'mse', None, 10, True, 1], 0.0015865994918124501)
([50, 'mse', None, 10, True, 10], 0.0039322684839406073)
([50, 'mse', None, 10, True, 50], 0.017065394434773534)
([50, 'mse', None, 10, False, 1], 0.0017525542157445415)
([50, 'mse', None, 10, False, 10], 0.0039435860303942399)
([50, 'mse', None, 10, False, 50], 0.016197018806012736)
([50, 'mse', None, 50, True, 1], 0.0086961272225695961)
([50, 'mse', None, 50, True, 10], 0.0086673155137046067)
([50, 'mse', None, 50, True, 50], 0.018707676941225371)
([50, 'mse', None, 50, False, 1], 0.0092861244988657488)
([50, 'mse', None, 50, False, 10], 0.009252668650472003)
([50, 'mse', None, 50, False, 50], 0.016197018806012733)
([50, 'mae', 10, 2, True, 1], 0.0013158629569661785)
([50, 'mae', 10, 2, True, 10], 0.0049427461760171189)
([50, 'mae', 10, 2, True, 50], 0.018685788458224276)
([50, 'mae', 10, 2, False, 1], 0.0012703824511955174)
([50, 'mae', 10, 2, False, 10], 0.005734312929614821)
([50, 'mae', 10, 2, False, 50], 0.014011996370374275)
([50, 'mae', 10, 10, True, 1], 0.0017937538187242554)
([50, 'mae', 10, 10, True, 10], 0.0048352768175803943)
([50, 'mae', 10, 10, True, 50], 0.018525535531998861)
([50, 'mae', 10, 10, False, 1], 0.0015139876361981055)
([50, 'mae', 10, 10, False, 10], 0.005734312929614821)
([50, 'mae', 10, 10, False, 50], 0.014011996370374275)
([50, 'mae', 10, 50, True, 1], 0.0077483281120747163)
([50, 'mae', 10, 50, True, 10], 0.0080025463778001828)
([50, 'mae', 10, 50, True, 50], 0.019745866155343988)
([50, 'mae', 10, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 50], 0.014011996370374275)
([50, 'mae', 20, 2, True, 1], 0.0013756145480103069)
([50, 'mae', 20, 2, True, 10], 0.0049626843090433892)
([50, 'mae', 20, 2, True, 50], 0.019552063192866179)
([50, 'mae', 20, 2, False, 1], 0.0012917755714696286)
([50, 'mae', 20, 2, False, 10], 0.005734312929614821)
([50, 'mae', 20, 2, False, 50], 0.014011996370374275)
([50, 'mae', 20, 10, True, 1], 0.0018276583176710965)
([50, 'mae', 20, 10, True, 10], 0.004975353440408216)
([50, 'mae', 20, 10, True, 50], 0.019009824645920048)
([50, 'mae', 20, 10, False, 1], 0.0015095446679586708)
([50, 'mae', 20, 10, False, 10], 0.005734312929614821)
([50, 'mae', 20, 10, False, 50], 0.014011996370374275)
([50, 'mae', 20, 50, True, 1], 0.007872145117834654)
([50, 'mae', 20, 50, True, 10], 0.0076490861508038948)
([50, 'mae', 20, 50, True, 50], 0.018328967717661002)
([50, 'mae', 20, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 50], 0.014011996370374275)
([50, 'mae', None, 2, True, 1], 0.0014163886943465204)
([50, 'mae', None, 2, True, 10], 0.0046887414084004998)
([50, 'mae', None, 2, True, 50], 0.018636211058377473)
([50, 'mae', None, 2, False, 1], 0.0013917367034781984)
([50, 'mae', None, 2, False, 10], 0.005734312929614821)
([50, 'mae', None, 2, False, 50], 0.014011996370374275)
([50, 'mae', None, 10, True, 1], 0.0016269088721097176)
([50, 'mae', None, 10, True, 10], 0.004471753126959882)
([50, 'mae', None, 10, True, 50], 0.018056482246961287)
([50, 'mae', None, 10, False, 1], 0.0015139876361981055)
([50, 'mae', None, 10, False, 10], 0.005734312929614821)
([50, 'mae', None, 10, False, 50], 0.014011996370374275)
([50, 'mae', None, 50, True, 1], 0.008057183496877892)
([50, 'mae', None, 50, True, 10], 0.0078254901584567747)
([50, 'mae', None, 50, True, 50], 0.019166556406096897)
([50, 'mae', None, 50, False, 1], 0.0090117068066296671)
([50, 'mae', None, 50, False, 10], 0.0090117068066296671)
([50, 'mae', None, 50, False, 50], 0.014011996370374275)
([100, 'mse', 10, 2, True, 1], 0.0013881240562687606)
([100, 'mse', 10, 2, True, 10], 0.0040230887390302625)
([100, 'mse', 10, 2, True, 50], 0.0172528968364936)
([100, 'mse', 10, 2, False, 1], 0.0013977466428292693)
([100, 'mse', 10, 2, False, 10], 0.003943827916197875)
([100, 'mse', 10, 2, False, 50], 0.016197018806012781)
([100, 'mse', 10, 10, True, 1], 0.0015088713488166645)
([100, 'mse', 10, 10, True, 10], 0.0039891733402162731)
([100, 'mse', 10, 10, True, 50], 0.018010832926437993)
([100, 'mse', 10, 10, False, 1], 0.0017525542157448648)
([100, 'mse', 10, 10, False, 10], 0.0039436959784868641)
([100, 'mse', 10, 10, False, 50], 0.016197018806012788)
([100, 'mse', 10, 50, True, 1], 0.0083681042463103691)
([100, 'mse', 10, 50, True, 10], 0.0086121068654246204)
([100, 'mse', 10, 50, True, 50], 0.018096676127620465)
([100, 'mse', 10, 50, False, 1], 0.0092861244988656864)
([100, 'mse', 10, 50, False, 10], 0.0092526686504718902)
([100, 'mse', 10, 50, False, 50], 0.016197018806012781)
([100, 'mse', 20, 2, True, 1], 0.0014044352697957362)
([100, 'mse', 20, 2, True, 10], 0.0041075300790004536)
([100, 'mse', 20, 2, True, 50], 0.01774857218021425)
([100, 'mse', 20, 2, False, 1], 0.0014393068969282584)
([100, 'mse', 20, 2, False, 10], 0.0039437179681053678)
([100, 'mse', 20, 2, False, 50], 0.016197018806012781)
([100, 'mse', 20, 10, True, 1], 0.0016412306194413277)
([100, 'mse', 20, 10, True, 10], 0.0039551809186785768)
([100, 'mse', 20, 10, True, 50], 0.018054488468802442)
([100, 'mse', 20, 10, False, 1], 0.0017525542157448648)
([100, 'mse', 20, 10, False, 10], 0.0039434321030648312)
([100, 'mse', 20, 10, False, 50], 0.016197018806012785)
([100, 'mse', 20, 50, True, 1], 0.0085786760835178024)
([100, 'mse', 20, 50, True, 10], 0.0086968465645860926)
([100, 'mse', 20, 50, True, 50], 0.018773024305353651)
([100, 'mse', 20, 50, False, 1], 0.009286124498865695)
([100, 'mse', 20, 50, False, 10], 0.0092526686504718937)
([100, 'mse', 20, 50, False, 50], 0.016197018806012788)
([100, 'mse', None, 2, True, 1], 0.0013733324566489299)
([100, 'mse', None, 2, True, 10], 0.0040224985416851362)
([100, 'mse', None, 2, True, 50], 0.01791230252445412)
([100, 'mse', None, 2, False, 1], 0.0013887133093444162)
([100, 'mse', None, 2, False, 10], 0.0039438059265793721)
([100, 'mse', None, 2, False, 50], 0.016197018806012781)
([100, 'mse', None, 10, True, 1], 0.0016565232827517348)
([100, 'mse', None, 10, True, 10], 0.0040272109908958851)
([100, 'mse', None, 10, True, 50], 0.018497293892425385)
([100, 'mse', None, 10, False, 1], 0.0017525542157448648)
([100, 'mse', None, 10, False, 10], 0.0039436959784868563)
([100, 'mse', None, 10, False, 50], 0.016197018806012781)
([100, 'mse', None, 50, True, 1], 0.0084849972727159568)
([100, 'mse', None, 50, True, 10], 0.0082755205412954717)
([100, 'mse', None, 50, True, 50], 0.017660227026498103)
([100, 'mse', None, 50, False, 1], 0.0092861244988656864)
([100, 'mse', None, 50, False, 10], 0.0092526686504718972)
([100, 'mse', None, 50, False, 50], 0.016197018806012781)
([100, 'mae', 10, 2, True, 1], 0.0014453262258651138)
([100, 'mae', 10, 2, True, 10], 0.0048405199460676467)
([100, 'mae', 10, 2, True, 50], 0.019427136907043611)
([100, 'mae', 10, 2, False, 1], 0.0013837376597725889)
([100, 'mae', 10, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 2, False, 50], 0.014011996370374568)
([100, 'mae', 10, 10, True, 1], 0.0019201964723880756)
([100, 'mae', 10, 10, True, 10], 0.0049496757253364174)
([100, 'mae', 10, 10, True, 50], 0.019009648151628256)
([100, 'mae', 10, 10, False, 1], 0.0015117661520787859)
([100, 'mae', 10, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 10, False, 50], 0.014011996370374568)
([100, 'mae', 10, 50, True, 1], 0.0079518297121424133)
([100, 'mae', 10, 50, True, 10], 0.00780965022971504)
([100, 'mae', 10, 50, True, 50], 0.019069840499622237)
([100, 'mae', 10, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 50], 0.014011996370374568)
([100, 'mae', 20, 2, True, 1], 0.0014076386693370293)
([100, 'mae', 20, 2, True, 10], 0.0049461473509239224)
([100, 'mae', 20, 2, True, 50], 0.018872732421968994)
([100, 'mae', 20, 2, False, 1], 0.0013586326193608972)
([100, 'mae', 20, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 2, False, 50], 0.014011996370374568)
([100, 'mae', 20, 10, True, 1], 0.0016986445584160331)
([100, 'mae', 20, 10, True, 10], 0.0049864714814119209)
([100, 'mae', 20, 10, True, 50], 0.018725890378936724)
([100, 'mae', 20, 10, False, 1], 0.0015217628306175141)
([100, 'mae', 20, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 10, False, 50], 0.014011996370374568)
([100, 'mae', 20, 50, True, 1], 0.007662215357951134)
([100, 'mae', 20, 50, True, 10], 0.0078885353106141545)
([100, 'mae', 20, 50, True, 50], 0.018521495972873177)
([100, 'mae', 20, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 50], 0.014011996370374568)
([100, 'mae', None, 2, True, 1], 0.0013250956836387974)
([100, 'mae', None, 2, True, 10], 0.0049783171614996933)
([100, 'mae', None, 2, True, 50], 0.019373955844127742)
([100, 'mae', None, 2, False, 1], 0.0013382113991487518)
([100, 'mae', None, 2, False, 10], 0.0057343129296150803)
([100, 'mae', None, 2, False, 50], 0.014011996370374568)
([100, 'mae', None, 10, True, 1], 0.0018452543113244525)
([100, 'mae', None, 10, True, 10], 0.0050114787135090554)
([100, 'mae', None, 10, True, 50], 0.018643018319334022)
([100, 'mae', None, 10, False, 1], 0.0015206520885576551)
([100, 'mae', None, 10, False, 10], 0.0057343129296150803)
([100, 'mae', None, 10, False, 50], 0.014011996370374568)
([100, 'mae', None, 50, True, 1], 0.0076528921908999951)
([100, 'mae', None, 50, True, 10], 0.0079736983150796512)
([100, 'mae', None, 50, True, 50], 0.018995938748100877)
([100, 'mae', None, 50, False, 1], 0.0090117068066298787)
([100, 'mae', None, 50, False, 10], 0.0090117068066298787)
([100, 'mae', None, 50, False, 50], 0.014011996370374568)
year_of_birth
([10, 'mse', 10, 2, True, 1], 0.0013636671859096508)
([10, 'mse', 10, 2, True, 10], 0.0039111018297599926)
([10, 'mse', 10, 2, True, 50], 0.017452925688505309)
([10, 'mse', 10, 2, False, 1], 0.0012132513285371025)
([10, 'mse', 10, 2, False, 10], 0.00394261848718003)
([10, 'mse', 10, 2, False, 50], 0.016197018806012722)
([10, 'mse', 10, 10, True, 1], 0.0017879712978830875)
([10, 'mse', 10, 10, True, 10], 0.0038891894560925564)
([10, 'mse', 10, 10, True, 50], 0.018748075552583846)
([10, 'mse', 10, 10, False, 1], 0.0017525542157443036)
([10, 'mse', 10, 10, False, 10], 0.0039426184871800369)
([10, 'mse', 10, 10, False, 50], 0.016197018806012736)
([10, 'mse', 10, 50, True, 1], 0.0085546309611062177)
([10, 'mse', 10, 50, True, 10], 0.0086722925347962627)
([10, 'mse', 10, 50, True, 50], 0.019430527229532663)
([10, 'mse', 10, 50, False, 1], 0.0092861244988656413)
([10, 'mse', 10, 50, False, 10], 0.0092526686504719388)
([10, 'mse', 10, 50, False, 50], 0.016197018806012736)
([10, 'mse', 20, 2, True, 1], 0.0015308625294799495)
([10, 'mse', 20, 2, True, 10], 0.004139662630919555)
([10, 'mse', 20, 2, True, 50], 0.017182087635778526)
([10, 'mse', 20, 2, False, 1], 0.0012438152776720716)
([10, 'mse', 20, 2, False, 10], 0.0039426184871800395)
([10, 'mse', 20, 2, False, 50], 0.016197018806012733)
([10, 'mse', 20, 10, True, 1], 0.0017534250460106129)
([10, 'mse', 20, 10, True, 10], 0.0039786573356884554)
([10, 'mse', 20, 10, True, 50], 0.01686257680061113)
([10, 'mse', 20, 10, False, 1], 0.0017525542157443036)
([10, 'mse', 20, 10, False, 10], 0.0039426184871800439)
([10, 'mse', 20, 10, False, 50], 0.016197018806012736)
([10, 'mse', 20, 50, True, 1], 0.0088787349344798781)
([10, 'mse', 20, 50, True, 10], 0.0090767437101986117)
([10, 'mse', 20, 50, True, 50], 0.019801115115179565)
([10, 'mse', 20, 50, False, 1], 0.0092861244988656499)
([10, 'mse', 20, 50, False, 10], 0.0092526686504719215)
([10, 'mse', 20, 50, False, 50], 0.016197018806012719)
([10, 'mse', None, 2, True, 1], 0.0011889471980237477)
([10, 'mse', None, 2, True, 10], 0.0037619862066479472)
([10, 'mse', None, 2, True, 50], 0.017103572775341462)
([10, 'mse', None, 2, False, 1], 0.0014522875838433439)
([10, 'mse', None, 2, False, 10], 0.0039426184871800326)
([10, 'mse', None, 2, False, 50], 0.016197018806012719)
([10, 'mse', None, 10, True, 1], 0.0017231188323969522)
([10, 'mse', None, 10, True, 10], 0.004085616615037444)
([10, 'mse', None, 10, True, 50], 0.018998670031479054)
([10, 'mse', None, 10, False, 1], 0.0017525542157443047)
([10, 'mse', None, 10, False, 10], 0.0039426184871800456)
([10, 'mse', None, 10, False, 50], 0.01619701880601274)
([10, 'mse', None, 50, True, 1], 0.0086158548386095681)
([10, 'mse', None, 50, True, 10], 0.0092888681748190711)
([10, 'mse', None, 50, True, 50], 0.017609482237980614)
([10, 'mse', None, 50, False, 1], 0.0092861244988656413)
([10, 'mse', None, 50, False, 10], 0.009252668650471918)
([10, 'mse', None, 50, False, 50], 0.016197018806012719)
([10, 'mae', 10, 2, True, 1], 0.0016334043525641465)
([10, 'mae', 10, 2, True, 10], 0.0057351809766484395)
([10, 'mae', 10, 2, True, 50], 0.020354698613097372)
([10, 'mae', 10, 2, False, 1], 0.001340648222103061)
([10, 'mae', 10, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 2, False, 50], 0.014011996370374194)
([10, 'mae', 10, 10, True, 1], 0.0023907717686383217)
([10, 'mae', 10, 10, True, 10], 0.0049175849256916874)
([10, 'mae', 10, 10, True, 50], 0.018344181850328815)
([10, 'mae', 10, 10, False, 1], 0.0015273165409160753)
([10, 'mae', 10, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 10, False, 50], 0.014011996370374194)
([10, 'mae', 10, 50, True, 1], 0.0082954554440826719)
([10, 'mae', 10, 50, True, 10], 0.0085101792173981634)
([10, 'mae', 10, 50, True, 50], 0.019522560962943813)
([10, 'mae', 10, 50, False, 1], 0.00901170680662957)
([10, 'mae', 10, 50, False, 10], 0.00901170680662957)
([10, 'mae', 10, 50, False, 50], 0.014011996370374194)
([10, 'mae', 20, 2, True, 1], 0.0013946180161596392)
([10, 'mae', 20, 2, True, 10], 0.0052647108835890116)
([10, 'mae', 20, 2, True, 50], 0.021189266183785253)
([10, 'mae', 20, 2, False, 1], 0.0012507121023706633)
([10, 'mae', 20, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 2, False, 50], 0.014011996370374194)
([10, 'mae', 20, 10, True, 1], 0.0018337144538146354)
([10, 'mae', 20, 10, True, 10], 0.0052531314229670627)
([10, 'mae', 20, 10, True, 50], 0.019542983596000669)
([10, 'mae', 20, 10, False, 1], 0.0015051016997189041)
([10, 'mae', 20, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 10, False, 50], 0.014011996370374194)
([10, 'mae', 20, 50, True, 1], 0.0076473671223954891)
([10, 'mae', 20, 50, True, 10], 0.0081180761113808855)
([10, 'mae', 20, 50, True, 50], 0.019183378516573119)
([10, 'mae', 20, 50, False, 1], 0.00901170680662957)
([10, 'mae', 20, 50, False, 10], 0.00901170680662957)
([10, 'mae', 20, 50, False, 50], 0.014011996370374194)
([10, 'mae', None, 2, True, 1], 0.001364768637904343)
([10, 'mae', None, 2, True, 10], 0.0052681762769147223)
([10, 'mae', None, 2, True, 50], 0.018136743714987472)
([10, 'mae', None, 2, False, 1], 0.0012962185397087194)
([10, 'mae', None, 2, False, 10], 0.0057343129296145807)
([10, 'mae', None, 2, False, 50], 0.014011996370374194)
([10, 'mae', None, 10, True, 1], 0.002403962699626699)
([10, 'mae', None, 10, True, 10], 0.0049147785926639117)
([10, 'mae', None, 10, True, 50], 0.01916333629964679)
([10, 'mae', None, 10, False, 1], 0.0015273165409160753)
([10, 'mae', None, 10, False, 10], 0.0057343129296145807)
([10, 'mae', None, 10, False, 50], 0.014011996370374194)
([10, 'mae', None, 50, True, 1], 0.008262580092919438)
([10, 'mae', None, 50, True, 10], 0.0073336537496204481)
([10, 'mae', None, 50, True, 50], 0.019276424214632572)
([10, 'mae', None, 50, False, 1], 0.00901170680662957)
([10, 'mae', None, 50, False, 10], 0.00901170680662957)
([10, 'mae', None, 50, False, 50], 0.014011996370374194)
([50, 'mse', 10, 2, True, 1], 0.0014391392183279593)
([50, 'mse', 10, 2, True, 10], 0.0043338042933883762)
([50, 'mse', 10, 2, True, 50], 0.018475999478491753)
([50, 'mse', 10, 2, False, 1], 0.0013597294766346693)
([50, 'mse', 10, 2, False, 10], 0.0039426184871801549)
([50, 'mse', 10, 2, False, 50], 0.016197018806012733)
([50, 'mse', 10, 10, True, 1], 0.0016589767871950456)
([50, 'mse', 10, 10, True, 10], 0.0043278238705051859)
([50, 'mse', 10, 10, True, 50], 0.019023534573292651)
([50, 'mse', 10, 10, False, 1], 0.0017525542157445415)
([50, 'mse', 10, 10, False, 10], 0.0039426184871801575)
([50, 'mse', 10, 10, False, 50], 0.016197018806012736)
([50, 'mse', 10, 50, True, 1], 0.0087569585697246342)
([50, 'mse', 10, 50, True, 10], 0.0085086152898364315)
([50, 'mse', 10, 50, True, 50], 0.017255710866014375)
([50, 'mse', 10, 50, False, 1], 0.0092861244988657506)
([50, 'mse', 10, 50, False, 10], 0.0092526686504720082)
([50, 'mse', 10, 50, False, 50], 0.016197018806012736)
([50, 'mse', 20, 2, True, 1], 0.0014813851795266409)
([50, 'mse', 20, 2, True, 10], 0.0040570961228210186)
([50, 'mse', 20, 2, True, 50], 0.017600944565503047)
([50, 'mse', 20, 2, False, 1], 0.0012969251433879226)
([50, 'mse', 20, 2, False, 10], 0.0039426184871801549)
([50, 'mse', 20, 2, False, 50], 0.016197018806012743)
([50, 'mse', 20, 10, True, 1], 0.0016083859357081121)
([50, 'mse', 20, 10, True, 10], 0.0042285241587966139)
([50, 'mse', 20, 10, True, 50], 0.018008061308077462)
([50, 'mse', 20, 10, False, 1], 0.0017525542157445415)
([50, 'mse', 20, 10, False, 10], 0.0039426184871801549)
([50, 'mse', 20, 10, False, 50], 0.016197018806012743)
([50, 'mse', 20, 50, True, 1], 0.0085929231827731201)
([50, 'mse', 20, 50, True, 10], 0.0087045063317249659)
([50, 'mse', 20, 50, True, 50], 0.018026731187361641)
([50, 'mse', 20, 50, False, 1], 0.0092861244988657506)
([50, 'mse', 20, 50, False, 10], 0.009252668650472003)
([50, 'mse', 20, 50, False, 50], 0.016197018806012736)
([50, 'mse', None, 2, True, 1], 0.0013392606600432272)
([50, 'mse', None, 2, True, 10], 0.0040638613699151734)
([50, 'mse', None, 2, True, 50], 0.017706612829928164)
([50, 'mse', None, 2, False, 1], 0.0013199880852495956)
([50, 'mse', None, 2, False, 10], 0.0039426184871801575)
([50, 'mse', None, 2, False, 50], 0.016197018806012736)
([50, 'mse', None, 10, True, 1], 0.0016967431508866111)
([50, 'mse', None, 10, True, 10], 0.0041039556855909732)
([50, 'mse', None, 10, True, 50], 0.017937792934427241)
([50, 'mse', None, 10, False, 1], 0.0017525542157445415)
([50, 'mse', None, 10, False, 10], 0.0039426184871801497)
([50, 'mse', None, 10, False, 50], 0.016197018806012733)
([50, 'mse', None, 50, True, 1], 0.0084428729063750745)
([50, 'mse', None, 50, True, 10], 0.0086433033352756681)
([50, 'mse', None, 50, True, 50], 0.018021488108180491)
([50, 'mse', None, 50, False, 1], 0.0092861244988657488)
([50, 'mse', None, 50, False, 10], 0.0092526686504720082)
([50, 'mse', None, 50, False, 50], 0.016197018806012736)
([50, 'mae', 10, 2, True, 1], 0.0014496005988444316)
([50, 'mae', 10, 2, True, 10], 0.0047458355535755)
([50, 'mae', 10, 2, True, 50], 0.018961395679435108)
([50, 'mae', 10, 2, False, 1], 0.0013329636944288833)
([50, 'mae', 10, 2, False, 10], 0.005734312929614821)
([50, 'mae', 10, 2, False, 50], 0.014011996370374275)
([50, 'mae', 10, 10, True, 1], 0.0018832218488991006)
([50, 'mae', 10, 10, True, 10], 0.0049793560376077475)
([50, 'mae', 10, 10, True, 50], 0.018239168521722946)
([50, 'mae', 10, 10, False, 1], 0.0015495313821135813)
([50, 'mae', 10, 10, False, 10], 0.005734312929614821)
([50, 'mae', 10, 10, False, 50], 0.014011996370374275)
([50, 'mae', 10, 50, True, 1], 0.0076632750414604867)
([50, 'mae', 10, 50, True, 10], 0.0076744956129249061)
([50, 'mae', 10, 50, True, 50], 0.018638646057021153)
([50, 'mae', 10, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 50], 0.014011996370374275)
([50, 'mae', 20, 2, True, 1], 0.0014897676745800408)
([50, 'mae', 20, 2, True, 10], 0.0048771438948067743)
([50, 'mae', 20, 2, True, 50], 0.018906092842509836)
([50, 'mae', 20, 2, False, 1], 0.001263434637154991)
([50, 'mae', 20, 2, False, 10], 0.005734312929614821)
([50, 'mae', 20, 2, False, 50], 0.014011996370374275)
([50, 'mae', 20, 10, True, 1], 0.001947485616633879)
([50, 'mae', 20, 10, True, 10], 0.0045857089384365585)
([50, 'mae', 20, 10, True, 50], 0.018575354854894258)
([50, 'mae', 20, 10, False, 1], 0.0015384239615149954)
([50, 'mae', 20, 10, False, 10], 0.005734312929614821)
([50, 'mae', 20, 10, False, 50], 0.014011996370374275)
([50, 'mae', 20, 50, True, 1], 0.0079065311630557369)
([50, 'mae', 20, 50, True, 10], 0.0076491313592306868)
([50, 'mae', 20, 50, True, 50], 0.018688044482785372)
([50, 'mae', 20, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 50], 0.014011996370374275)
([50, 'mae', None, 2, True, 1], 0.0014634129295300405)
([50, 'mae', None, 2, True, 10], 0.0046854190800885986)
([50, 'mae', None, 2, True, 50], 0.018380641731339388)
([50, 'mae', None, 2, False, 1], 0.0013523506815720182)
([50, 'mae', None, 2, False, 10], 0.005734312929614821)
([50, 'mae', None, 2, False, 50], 0.014011996370374275)
([50, 'mae', None, 10, True, 1], 0.0018111029137072804)
([50, 'mae', None, 10, True, 10], 0.0049713568662489403)
([50, 'mae', None, 10, True, 50], 0.018160076448036837)
([50, 'mae', None, 10, False, 1], 0.0015250950567966925)
([50, 'mae', None, 10, False, 10], 0.005734312929614821)
([50, 'mae', None, 10, False, 50], 0.014011996370374275)
([50, 'mae', None, 50, True, 1], 0.0079121725759056342)
([50, 'mae', None, 50, True, 10], 0.0077247719994999447)
([50, 'mae', None, 50, True, 50], 0.01824027760132732)
([50, 'mae', None, 50, False, 1], 0.0090117068066296671)
([50, 'mae', None, 50, False, 10], 0.0090117068066296671)
([50, 'mae', None, 50, False, 50], 0.014011996370374275)
([100, 'mse', 10, 2, True, 1], 0.0014905931219447268)
([100, 'mse', 10, 2, True, 10], 0.0039481696702036041)
([100, 'mse', 10, 2, True, 50], 0.017486565920695887)
([100, 'mse', 10, 2, False, 1], 0.0013267999346150492)
([100, 'mse', 10, 2, False, 10], 0.003942618487180265)
([100, 'mse', 10, 2, False, 50], 0.016197018806012781)
([100, 'mse', 10, 10, True, 1], 0.0016344863690225151)
([100, 'mse', 10, 10, True, 10], 0.0042350688981334381)
([100, 'mse', 10, 10, True, 50], 0.018620753320733433)
([100, 'mse', 10, 10, False, 1], 0.0017525542157448648)
([100, 'mse', 10, 10, False, 10], 0.0039426184871802598)
([100, 'mse', 10, 10, False, 50], 0.016197018806012778)
([100, 'mse', 10, 50, True, 1], 0.0085248684959553164)
([100, 'mse', 10, 50, True, 10], 0.0085341020243541576)
([100, 'mse', 10, 50, True, 50], 0.017197951268665329)
([100, 'mse', 10, 50, False, 1], 0.0092861244988656829)
([100, 'mse', 10, 50, False, 10], 0.0092526686504718954)
([100, 'mse', 10, 50, False, 50], 0.016197018806012788)
([100, 'mse', 20, 2, True, 1], 0.0014857935300014538)
([100, 'mse', 20, 2, True, 10], 0.004066429055426298)
([100, 'mse', 20, 2, True, 50], 0.018262938686986089)
([100, 'mse', 20, 2, False, 1], 0.0012909473827566974)
([100, 'mse', 20, 2, False, 10], 0.003942618487180265)
([100, 'mse', 20, 2, False, 50], 0.016197018806012778)
([100, 'mse', 20, 10, True, 1], 0.0016159938950203714)
([100, 'mse', 20, 10, True, 10], 0.0040143410477450209)
([100, 'mse', 20, 10, True, 50], 0.018004884169715289)
([100, 'mse', 20, 10, False, 1], 0.0017525542157448648)
([100, 'mse', 20, 10, False, 10], 0.0039426184871802607)
([100, 'mse', 20, 10, False, 50], 0.016197018806012781)
([100, 'mse', 20, 50, True, 1], 0.008716335836297627)
([100, 'mse', 20, 50, True, 10], 0.00865412543751648)
([100, 'mse', 20, 50, True, 50], 0.017750839114264221)
([100, 'mse', 20, 50, False, 1], 0.0092861244988656864)
([100, 'mse', 20, 50, False, 10], 0.0092526686504718902)
([100, 'mse', 20, 50, False, 50], 0.016197018806012781)
([100, 'mse', None, 2, True, 1], 0.001353656964529314)
([100, 'mse', None, 2, True, 10], 0.0039954750401275394)
([100, 'mse', None, 2, True, 50], 0.018028614061431199)
([100, 'mse', None, 2, False, 1], 0.0012528535619725529)
([100, 'mse', None, 2, False, 10], 0.003942618487180265)
([100, 'mse', None, 2, False, 50], 0.016197018806012785)
([100, 'mse', None, 10, True, 1], 0.0015694932055519085)
([100, 'mse', None, 10, True, 10], 0.0040845841178071976)
([100, 'mse', None, 10, True, 50], 0.01797421200212436)
([100, 'mse', None, 10, False, 1], 0.0017525542157448648)
([100, 'mse', None, 10, False, 10], 0.0039426184871802616)
([100, 'mse', None, 10, False, 50], 0.016197018806012778)
([100, 'mse', None, 50, True, 1], 0.0086524340969187426)
([100, 'mse', None, 50, True, 10], 0.0085122989843138663)
([100, 'mse', None, 50, True, 50], 0.018197941956855663)
([100, 'mse', None, 50, False, 1], 0.0092861244988656864)
([100, 'mse', None, 50, False, 10], 0.0092526686504718972)
([100, 'mse', None, 50, False, 50], 0.016197018806012778)
([100, 'mae', 10, 2, True, 1], 0.0014816429086148299)
([100, 'mae', 10, 2, True, 10], 0.004926995075961867)
([100, 'mae', 10, 2, True, 50], 0.019159102264016816)
([100, 'mae', 10, 2, False, 1], 0.0013313117542849053)
([100, 'mae', 10, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 2, False, 50], 0.014011996370374568)
([100, 'mae', 10, 10, True, 1], 0.0018269198489847065)
([100, 'mae', 10, 10, True, 10], 0.0048711463695097733)
([100, 'mae', 10, 10, True, 50], 0.019131996606625082)
([100, 'mae', 10, 10, False, 1], 0.0015350917353358189)
([100, 'mae', 10, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 10, False, 50], 0.014011996370374568)
([100, 'mae', 10, 50, True, 1], 0.0076872718619434488)
([100, 'mae', 10, 50, True, 10], 0.0075781576518817399)
([100, 'mae', 10, 50, True, 50], 0.019316838429775933)
([100, 'mae', 10, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 50], 0.014011996370374568)
([100, 'mae', 20, 2, True, 1], 0.0014593189694697105)
([100, 'mae', 20, 2, True, 10], 0.0048834924472755462)
([100, 'mae', 20, 2, True, 50], 0.019089328850691929)
([100, 'mae', 20, 2, False, 1], 0.0013450373556343762)
([100, 'mae', 20, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 2, False, 50], 0.014011996370374568)
([100, 'mae', 20, 10, True, 1], 0.0016933325661576035)
([100, 'mae', 20, 10, True, 10], 0.0049890620612582544)
([100, 'mae', 20, 10, True, 50], 0.018187493666799996)
([100, 'mae', 20, 10, False, 1], 0.0015384239615153935)
([100, 'mae', 20, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 10, False, 50], 0.014011996370374568)
([100, 'mae', 20, 50, True, 1], 0.0076539364868218477)
([100, 'mae', 20, 50, True, 10], 0.0077047535934926742)
([100, 'mae', 20, 50, True, 50], 0.018309999993132202)
([100, 'mae', 20, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 50], 0.014011996370374568)
([100, 'mae', None, 2, True, 1], 0.0014418767840105506)
([100, 'mae', None, 2, True, 10], 0.0047865372156817663)
([100, 'mae', None, 2, True, 50], 0.018642356807280016)
([100, 'mae', None, 2, False, 1], 0.001293410508941172)
([100, 'mae', None, 2, False, 10], 0.0057343129296150803)
([100, 'mae', None, 2, False, 50], 0.014011996370374568)
([100, 'mae', None, 10, True, 1], 0.0018677372185473074)
([100, 'mae', None, 10, True, 10], 0.0049067311750444409)
([100, 'mae', None, 10, True, 50], 0.018770078551730282)
([100, 'mae', None, 10, False, 1], 0.0015262057988569486)
([100, 'mae', None, 10, False, 10], 0.0057343129296150803)
([100, 'mae', None, 10, False, 50], 0.014011996370374568)
([100, 'mae', None, 50, True, 1], 0.0077302205332735324)
([100, 'mae', None, 50, True, 10], 0.0076544906051109387)
([100, 'mae', None, 50, True, 50], 0.019077184637338852)
([100, 'mae', None, 50, False, 1], 0.0090117068066298787)
([100, 'mae', None, 50, False, 10], 0.0090117068066298787)
([100, 'mae', None, 50, False, 50], 0.014011996370374568)
race
([10, 'mse', 10, 2, True, 1], 0.0011978268622713009)
([10, 'mse', 10, 2, True, 10], 0.004216679847686801)
([10, 'mse', 10, 2, True, 50], 0.017169746823180513)
([10, 'mse', 10, 2, False, 1], 0.00143000679329258)
([10, 'mse', 10, 2, False, 10], 0.0039439378642901687)
([10, 'mse', 10, 2, False, 50], 0.016197018806012733)
([10, 'mse', 10, 10, True, 1], 0.0014456136604699254)
([10, 'mse', 10, 10, True, 10], 0.0041513963805246985)
([10, 'mse', 10, 10, True, 50], 0.018039390155484499)
([10, 'mse', 10, 10, False, 1], 0.0017525542157443036)
([10, 'mse', 10, 10, False, 10], 0.0039439378642901575)
([10, 'mse', 10, 10, False, 50], 0.016197018806012733)
([10, 'mse', 10, 50, True, 1], 0.0098317599693233167)
([10, 'mse', 10, 50, True, 10], 0.008940108755709034)
([10, 'mse', 10, 50, True, 50], 0.017701995665790029)
([10, 'mse', 10, 50, False, 1], 0.0092861244988656534)
([10, 'mse', 10, 50, False, 10], 0.0092526686504719336)
([10, 'mse', 10, 50, False, 50], 0.016197018806012733)
([10, 'mse', 20, 2, True, 1], 0.0014568863267258837)
([10, 'mse', 20, 2, True, 10], 0.0039838900118595024)
([10, 'mse', 20, 2, True, 50], 0.01981768724691603)
([10, 'mse', 20, 2, False, 1], 0.0015119910202033274)
([10, 'mse', 20, 2, False, 10], 0.0039437179681051362)
([10, 'mse', 20, 2, False, 50], 0.016197018806012733)
([10, 'mse', 20, 10, True, 1], 0.0018522458791683824)
([10, 'mse', 20, 10, True, 10], 0.004541507585484026)
([10, 'mse', 20, 10, True, 50], 0.019587148304936634)
([10, 'mse', 20, 10, False, 1], 0.0017525542157443025)
([10, 'mse', 20, 10, False, 10], 0.0039430582795500838)
([10, 'mse', 20, 10, False, 50], 0.016197018806012722)
([10, 'mse', 20, 50, True, 1], 0.0093781913660182896)
([10, 'mse', 20, 50, True, 10], 0.0096979359236613778)
([10, 'mse', 20, 50, True, 50], 0.019235862709548572)
([10, 'mse', 20, 50, False, 1], 0.0092861244988656343)
([10, 'mse', 20, 50, False, 10], 0.0092526686504719301)
([10, 'mse', 20, 50, False, 50], 0.016197018806012722)
([10, 'mse', None, 2, True, 1], 0.0014021232136535865)
([10, 'mse', None, 2, True, 10], 0.0044824547934102059)
([10, 'mse', None, 2, True, 50], 0.017162395265055506)
([10, 'mse', None, 2, False, 1], 0.0013660546330082613)
([10, 'mse', None, 2, False, 10], 0.0039439378642901618)
([10, 'mse', None, 2, False, 50], 0.016197018806012726)
([10, 'mse', None, 10, True, 1], 0.0020450959130966489)
([10, 'mse', None, 10, True, 10], 0.0049040264971656313)
([10, 'mse', None, 10, True, 50], 0.01857901850863488)
([10, 'mse', None, 10, False, 1], 0.0017525542157443025)
([10, 'mse', None, 10, False, 10], 0.0039434980719201332)
([10, 'mse', None, 10, False, 50], 0.016197018806012736)
([10, 'mse', None, 50, True, 1], 0.0092803293965844583)
([10, 'mse', None, 50, True, 10], 0.0089887491489820583)
([10, 'mse', None, 50, True, 50], 0.018798684440945099)
([10, 'mse', None, 50, False, 1], 0.0092861244988656465)
([10, 'mse', None, 50, False, 10], 0.0092526686504719267)
([10, 'mse', None, 50, False, 50], 0.016197018806012726)
([10, 'mae', 10, 2, True, 1], 0.001433456631184288)
([10, 'mae', 10, 2, True, 10], 0.005237207587256436)
([10, 'mae', 10, 2, True, 50], 0.019078514632121079)
([10, 'mae', 10, 2, False, 1], 0.0013999822646760904)
([10, 'mae', 10, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 2, False, 50], 0.014011996370374194)
([10, 'mae', 10, 10, True, 1], 0.0022689023277488738)
([10, 'mae', 10, 10, True, 10], 0.0050719759500390425)
([10, 'mae', 10, 10, True, 50], 0.018368377967877211)
([10, 'mae', 10, 10, False, 1], 0.0015384239615146612)
([10, 'mae', 10, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 10, False, 50], 0.014011996370374194)
([10, 'mae', 10, 50, True, 1], 0.0078841123275890223)
([10, 'mae', 10, 50, True, 10], 0.0083297261966138476)
([10, 'mae', 10, 50, True, 50], 0.01807029603217156)
([10, 'mae', 10, 50, False, 1], 0.00901170680662957)
([10, 'mae', 10, 50, False, 10], 0.00901170680662957)
([10, 'mae', 10, 50, False, 50], 0.014011996370374194)
([10, 'mae', 20, 2, True, 1], 0.0012738734157671423)
([10, 'mae', 20, 2, True, 10], 0.0051388074538391013)
([10, 'mae', 20, 2, True, 50], 0.019225552920584543)
([10, 'mae', 20, 2, False, 1], 0.0015087613224708987)
([10, 'mae', 20, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 2, False, 50], 0.014011996370374194)
([10, 'mae', 20, 10, True, 1], 0.0021379675322068465)
([10, 'mae', 20, 10, True, 10], 0.0050821371361901542)
([10, 'mae', 20, 10, True, 50], 0.01912706898860856)
([10, 'mae', 20, 10, False, 1], 0.0015162091203174903)
([10, 'mae', 20, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 10, False, 50], 0.014011996370374194)
([10, 'mae', 20, 50, True, 1], 0.0078875603342934298)
([10, 'mae', 20, 50, True, 10], 0.008317354724807156)
([10, 'mae', 20, 50, True, 50], 0.020173308944648003)
([10, 'mae', 20, 50, False, 1], 0.00901170680662957)
([10, 'mae', 20, 50, False, 10], 0.00901170680662957)
([10, 'mae', 20, 50, False, 50], 0.014011996370374194)
([10, 'mae', None, 2, True, 1], 0.0015049106262767246)
([10, 'mae', None, 2, True, 10], 0.0053071158935930575)
([10, 'mae', None, 2, True, 50], 0.019146046612667045)
([10, 'mae', None, 2, False, 1], 0.0012971252679208486)
([10, 'mae', None, 2, False, 10], 0.0057343129296145807)
([10, 'mae', None, 2, False, 50], 0.014011996370374194)
([10, 'mae', None, 10, True, 1], 0.0015391594973100647)
([10, 'mae', None, 10, True, 10], 0.0048794593847146196)
([10, 'mae', None, 10, True, 50], 0.020433270295161877)
([10, 'mae', None, 10, False, 1], 0.0014828868585217341)
([10, 'mae', None, 10, False, 10], 0.0057343129296145807)
([10, 'mae', None, 10, False, 50], 0.014011996370374194)
([10, 'mae', None, 50, True, 1], 0.0078328499707818397)
([10, 'mae', None, 50, True, 10], 0.0084617757207390201)
([10, 'mae', None, 50, True, 50], 0.018128688274792019)
([10, 'mae', None, 50, False, 1], 0.00901170680662957)
([10, 'mae', None, 50, False, 10], 0.00901170680662957)
([10, 'mae', None, 50, False, 50], 0.014011996370374194)
([50, 'mse', 10, 2, True, 1], 0.0014974231329636756)
([50, 'mse', 10, 2, True, 10], 0.0039813675509914595)
([50, 'mse', 10, 2, True, 50], 0.018175629443686794)
([50, 'mse', 10, 2, False, 1], 0.0014569561085007472)
([50, 'mse', 10, 2, False, 10], 0.0039436300096312464)
([50, 'mse', 10, 2, False, 50], 0.016197018806012736)
([50, 'mse', 10, 10, True, 1], 0.0016117758329653661)
([50, 'mse', 10, 10, True, 10], 0.0039611897258419555)
([50, 'mse', 10, 10, True, 50], 0.018058953575530359)
([50, 'mse', 10, 10, False, 1], 0.0017525542157445415)
([50, 'mse', 10, 10, False, 10], 0.0039435420511572334)
([50, 'mse', 10, 10, False, 50], 0.016197018806012736)
([50, 'mse', 10, 50, True, 1], 0.0086889179734341571)
([50, 'mse', 10, 50, True, 10], 0.0085307269787297888)
([50, 'mse', 10, 50, True, 50], 0.017949422952008055)
([50, 'mse', 10, 50, False, 1], 0.0092861244988657488)
([50, 'mse', 10, 50, False, 10], 0.0092526686504720117)
([50, 'mse', 10, 50, False, 50], 0.016197018806012743)
([50, 'mse', 20, 2, True, 1], 0.0014502392741955153)
([50, 'mse', 20, 2, True, 10], 0.0042895426932573174)
([50, 'mse', 20, 2, True, 50], 0.017786571510400459)
([50, 'mse', 20, 2, False, 1], 0.0014997687287904059)
([50, 'mse', 20, 2, False, 10], 0.0039438059265792585)
([50, 'mse', 20, 2, False, 50], 0.01619701880601274)
([50, 'mse', 20, 10, True, 1], 0.0016621128224965963)
([50, 'mse', 20, 10, True, 10], 0.0041143750405630052)
([50, 'mse', 20, 10, True, 50], 0.017830490774769402)
([50, 'mse', 20, 10, False, 1], 0.0017525542157445415)
([50, 'mse', 20, 10, False, 10], 0.0039439378642902763)
([50, 'mse', 20, 10, False, 50], 0.016197018806012736)
([50, 'mse', 20, 50, True, 1], 0.0086846717931865786)
([50, 'mse', 20, 50, True, 10], 0.0088310048410619284)
([50, 'mse', 20, 50, True, 50], 0.017992166942810067)
([50, 'mse', 20, 50, False, 1], 0.0092861244988657523)
([50, 'mse', 20, 50, False, 10], 0.0092526686504720082)
([50, 'mse', 20, 50, False, 50], 0.016197018806012733)
([50, 'mse', None, 2, True, 1], 0.0014052581516538459)
([50, 'mse', None, 2, True, 10], 0.0041690850078594252)
([50, 'mse', None, 2, True, 50], 0.018911436741793707)
([50, 'mse', None, 2, False, 1], 0.0014388894415310394)
([50, 'mse', None, 2, False, 10], 0.0039437179681052533)
([50, 'mse', None, 2, False, 50], 0.016197018806012733)
([50, 'mse', None, 10, True, 1], 0.0014986756801774381)
([50, 'mse', None, 10, True, 10], 0.0040112668205750119)
([50, 'mse', None, 10, True, 50], 0.017688490092623892)
([50, 'mse', None, 10, False, 1], 0.0017525542157445415)
([50, 'mse', None, 10, False, 10], 0.0039438938850532715)
([50, 'mse', None, 10, False, 50], 0.016197018806012743)
([50, 'mse', None, 50, True, 1], 0.0087183311876159065)
([50, 'mse', None, 50, True, 10], 0.0082736675917833083)
([50, 'mse', None, 50, True, 50], 0.01834769256512803)
([50, 'mse', None, 50, False, 1], 0.0092861244988657436)
([50, 'mse', None, 50, False, 10], 0.0092526686504720082)
([50, 'mse', None, 50, False, 50], 0.016197018806012733)
([50, 'mae', 10, 2, True, 1], 0.0013704784588875708)
([50, 'mae', 10, 2, True, 10], 0.00488878268831895)
([50, 'mae', 10, 2, True, 50], 0.019068646752587067)
([50, 'mae', 10, 2, False, 1], 0.0013905182859239686)
([50, 'mae', 10, 2, False, 10], 0.005734312929614821)
([50, 'mae', 10, 2, False, 50], 0.014011996370374275)
([50, 'mae', 10, 10, True, 1], 0.0018711551576013911)
([50, 'mae', 10, 10, True, 10], 0.0049339154438003251)
([50, 'mae', 10, 10, True, 50], 0.018889484698132269)
([50, 'mae', 10, 10, False, 1], 0.0015250950567966914)
([50, 'mae', 10, 10, False, 10], 0.005734312929614821)
([50, 'mae', 10, 10, False, 50], 0.014011996370374275)
([50, 'mae', 10, 50, True, 1], 0.0080826913822791141)
([50, 'mae', 10, 50, True, 10], 0.007623107732114027)
([50, 'mae', 10, 50, True, 50], 0.01774412081872679)
([50, 'mae', 10, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 50], 0.014011996370374275)
([50, 'mae', 20, 2, True, 1], 0.0013015658976350804)
([50, 'mae', 20, 2, True, 10], 0.005055126339893171)
([50, 'mae', 20, 2, True, 50], 0.018753311235257485)
([50, 'mae', 20, 2, False, 1], 0.0014271841110403143)
([50, 'mae', 20, 2, False, 10], 0.005734312929614821)
([50, 'mae', 20, 2, False, 50], 0.014011996370374275)
([50, 'mae', 20, 10, True, 1], 0.001883946781855386)
([50, 'mae', 20, 10, True, 10], 0.0049396872582836192)
([50, 'mae', 20, 10, True, 50], 0.018637518367333503)
([50, 'mae', 20, 10, False, 1], 0.0015162091203178233)
([50, 'mae', 20, 10, False, 10], 0.005734312929614821)
([50, 'mae', 20, 10, False, 50], 0.014011996370374275)
([50, 'mae', 20, 50, True, 1], 0.0075920861164503872)
([50, 'mae', 20, 50, True, 10], 0.0076445237071372969)
([50, 'mae', 20, 50, True, 50], 0.01887205564820647)
([50, 'mae', 20, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 50], 0.014011996370374275)
([50, 'mae', None, 2, True, 1], 0.0014432065824323099)
([50, 'mae', None, 2, True, 10], 0.0049193199724190057)
([50, 'mae', None, 2, True, 50], 0.018518016897099594)
([50, 'mae', None, 2, False, 1], 0.0013438954470706308)
([50, 'mae', None, 2, False, 10], 0.005734312929614821)
([50, 'mae', None, 2, False, 50], 0.014011996370374275)
([50, 'mae', None, 10, True, 1], 0.0018820130836189231)
([50, 'mae', None, 10, True, 10], 0.0048108304626370496)
([50, 'mae', None, 10, True, 50], 0.019000458592887074)
([50, 'mae', None, 10, False, 1], 0.0015250950567966904)
([50, 'mae', None, 10, False, 10], 0.005734312929614821)
([50, 'mae', None, 10, False, 50], 0.014011996370374275)
([50, 'mae', None, 50, True, 1], 0.0078500580704768397)
([50, 'mae', None, 50, True, 10], 0.007821164318044407)
([50, 'mae', None, 50, True, 50], 0.019541938871037608)
([50, 'mae', None, 50, False, 1], 0.0090117068066296671)
([50, 'mae', None, 50, False, 10], 0.0090117068066296671)
([50, 'mae', None, 50, False, 50], 0.014011996370374275)
([100, 'mse', 10, 2, True, 1], 0.0013532505983476024)
([100, 'mse', 10, 2, True, 10], 0.0040504075172274768)
([100, 'mse', 10, 2, True, 50], 0.018146420926455659)
([100, 'mse', 10, 2, False, 1], 0.0014037244034607985)
([100, 'mse', 10, 2, False, 10], 0.0039436739888683613)
([100, 'mse', 10, 2, False, 50], 0.016197018806012788)
([100, 'mse', 10, 10, True, 1], 0.0016443600500876609)
([100, 'mse', 10, 10, True, 10], 0.0041443889114696833)
([100, 'mse', 10, 10, True, 50], 0.018377059177719868)
([100, 'mse', 10, 10, False, 1], 0.0017525542157448648)
([100, 'mse', 10, 10, False, 10], 0.0039437179681053669)
([100, 'mse', 10, 10, False, 50], 0.016197018806012778)
([100, 'mse', 10, 50, True, 1], 0.008569326036878178)
([100, 'mse', 10, 50, True, 10], 0.0085991169875311337)
([100, 'mse', 10, 50, True, 50], 0.017847142798424968)
([100, 'mse', 10, 50, False, 1], 0.0092861244988656864)
([100, 'mse', 10, 50, False, 10], 0.0092526686504718937)
([100, 'mse', 10, 50, False, 50], 0.016197018806012781)
([100, 'mse', 20, 2, True, 1], 0.0015044077059118205)
([100, 'mse', 20, 2, True, 10], 0.0039727262321979755)
([100, 'mse', 20, 2, True, 50], 0.017735090707746728)
([100, 'mse', 20, 2, False, 1], 0.0013999673048887965)
([100, 'mse', 20, 2, False, 10], 0.003943805926579373)
([100, 'mse', 20, 2, False, 50], 0.016197018806012781)
([100, 'mse', 20, 10, True, 1], 0.0017065090524568903)
([100, 'mse', 20, 10, True, 10], 0.0038522996752745555)
([100, 'mse', 20, 10, True, 50], 0.018253133882954832)
([100, 'mse', 20, 10, False, 1], 0.0017525542157448648)
([100, 'mse', 20, 10, False, 10], 0.0039436300096313513)
([100, 'mse', 20, 10, False, 50], 0.016197018806012792)
([100, 'mse', 20, 50, True, 1], 0.0085028539761506389)
([100, 'mse', 20, 50, True, 10], 0.0084406897461585494)
([100, 'mse', 20, 50, True, 50], 0.018514375685340284)
([100, 'mse', 20, 50, False, 1], 0.0092861244988656864)
([100, 'mse', 20, 50, False, 10], 0.0092526686504718937)
([100, 'mse', 20, 50, False, 50], 0.016197018806012788)
([100, 'mse', None, 2, True, 1], 0.0013041902408563665)
([100, 'mse', None, 2, True, 10], 0.003966391461292019)
([100, 'mse', None, 2, True, 50], 0.017923753821582154)
([100, 'mse', None, 2, False, 1], 0.0014166482205927489)
([100, 'mse', None, 2, False, 10], 0.0039437619473423674)
([100, 'mse', None, 2, False, 50], 0.016197018806012781)
([100, 'mse', None, 10, True, 1], 0.0015553645681091438)
([100, 'mse', None, 10, True, 10], 0.0040486979807127389)
([100, 'mse', None, 10, True, 50], 0.017248138791277061)
([100, 'mse', None, 10, False, 1], 0.0017525542157448648)
([100, 'mse', None, 10, False, 10], 0.0039436519992498533)
([100, 'mse', None, 10, False, 50], 0.016197018806012788)
([100, 'mse', None, 50, True, 1], 0.0085822303360646099)
([100, 'mse', None, 50, True, 10], 0.0081212004112509277)
([100, 'mse', None, 50, True, 50], 0.018124840674042773)
([100, 'mse', None, 50, False, 1], 0.0092861244988656864)
([100, 'mse', None, 50, False, 10], 0.0092526686504718902)
([100, 'mse', None, 50, False, 50], 0.016197018806012778)
([100, 'mae', 10, 2, True, 1], 0.0014824188759866219)
([100, 'mae', 10, 2, True, 10], 0.0048137748553457238)
([100, 'mae', 10, 2, True, 50], 0.019071933322574983)
([100, 'mae', 10, 2, False, 1], 0.0013892743613219962)
([100, 'mae', 10, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 2, False, 50], 0.014011996370374568)
([100, 'mae', 10, 10, True, 1], 0.0017861353021806959)
([100, 'mae', 10, 10, True, 10], 0.0047883135355191011)
([100, 'mae', 10, 10, True, 50], 0.019729004431866103)
([100, 'mae', 10, 10, False, 1], 0.0015195413464977963)
([100, 'mae', 10, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 10, False, 50], 0.014011996370374568)
([100, 'mae', 10, 50, True, 1], 0.00790411874073799)
([100, 'mae', 10, 50, True, 10], 0.007809950796699495)
([100, 'mae', 10, 50, True, 50], 0.019509498273773268)
([100, 'mae', 10, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 50], 0.014011996370374568)
([100, 'mae', 20, 2, True, 1], 0.0014844698887416846)
([100, 'mae', 20, 2, True, 10], 0.0047749732784074109)
([100, 'mae', 20, 2, True, 50], 0.019039278466843067)
([100, 'mae', 20, 2, False, 1], 0.0013591256482686934)
([100, 'mae', 20, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 2, False, 50], 0.014011996370374568)
([100, 'mae', 20, 10, True, 1], 0.0019411280288792023)
([100, 'mae', 20, 10, True, 10], 0.0049979379444762273)
([100, 'mae', 20, 10, True, 50], 0.018991453796790025)
([100, 'mae', 20, 10, False, 1], 0.0015128768941386449)
([100, 'mae', 20, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 10, False, 50], 0.014011996370374568)
([100, 'mae', 20, 50, True, 1], 0.0076529293653646528)
([100, 'mae', 20, 50, True, 10], 0.0077794849531930971)
([100, 'mae', 20, 50, True, 50], 0.018567616745073262)
([100, 'mae', 20, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 50], 0.014011996370374568)
([100, 'mae', None, 2, True, 1], 0.0013498193884055726)
([100, 'mae', None, 2, True, 10], 0.0049894232527339967)
([100, 'mae', None, 2, True, 50], 0.01869474868053134)
([100, 'mae', None, 2, False, 1], 0.0014044648977179614)
([100, 'mae', None, 2, False, 10], 0.0057343129296150803)
([100, 'mae', None, 2, False, 50], 0.014011996370374568)
([100, 'mae', None, 10, True, 1], 0.0017911018788414139)
([100, 'mae', None, 10, True, 10], 0.0048649033313029003)
([100, 'mae', None, 10, True, 50], 0.019232851824098039)
([100, 'mae', None, 10, False, 1], 0.0015184306044379384)
([100, 'mae', None, 10, False, 10], 0.0057343129296150803)
([100, 'mae', None, 10, False, 50], 0.014011996370374568)
([100, 'mae', None, 50, True, 1], 0.0074952439829020353)
([100, 'mae', None, 50, True, 10], 0.0077578234411138525)
([100, 'mae', None, 50, True, 50], 0.01840133861943561)
([100, 'mae', None, 50, False, 1], 0.0090117068066298787)
([100, 'mae', None, 50, False, 10], 0.0090117068066298787)
([100, 'mae', None, 50, False, 50], 0.014011996370374568)
ethnicity
([10, 'mse', 10, 2, True, 1], 0.0018035339067398095)
([10, 'mse', 10, 2, True, 10], 0.0039746625378732454)
([10, 'mse', 10, 2, True, 50], 0.017900518683800333)
([10, 'mse', 10, 2, False, 1], 0.0015119910202033274)
([10, 'mse', 10, 2, False, 10], 0.0039443776566601991)
([10, 'mse', 10, 2, False, 50], 0.016197018806012712)
([10, 'mse', 10, 10, True, 1], 0.001867123579927393)
([10, 'mse', 10, 10, True, 10], 0.0045326227507842794)
([10, 'mse', 10, 10, True, 50], 0.017356109638937203)
([10, 'mse', 10, 10, False, 1], 0.0017525542157443025)
([10, 'mse', 10, 10, False, 10], 0.0039432781757350937)
([10, 'mse', 10, 10, False, 50], 0.016197018806012715)
([10, 'mse', 10, 50, True, 1], 0.008947497060619267)
([10, 'mse', 10, 50, True, 10], 0.0092245201543682612)
([10, 'mse', 10, 50, True, 50], 0.019619823858361137)
([10, 'mse', 10, 50, False, 1], 0.0092861244988656465)
([10, 'mse', 10, 50, False, 10], 0.0092526686504719145)
([10, 'mse', 10, 50, False, 50], 0.016197018806012722)
([10, 'mse', 20, 2, True, 1], 0.0015500582952201745)
([10, 'mse', 20, 2, True, 10], 0.0040805383578168498)
([10, 'mse', 20, 2, True, 50], 0.016540004058753374)
([10, 'mse', 20, 2, False, 1], 0.0015078164662344284)
([10, 'mse', 20, 2, False, 10], 0.0039441577604751969)
([10, 'mse', 20, 2, False, 50], 0.016197018806012722)
([10, 'mse', 20, 10, True, 1], 0.0017589403708736786)
([10, 'mse', 20, 10, True, 10], 0.0044162605709707195)
([10, 'mse', 20, 10, True, 50], 0.018161738100937908)
([10, 'mse', 20, 10, False, 1], 0.0017525542157443025)
([10, 'mse', 20, 10, False, 10], 0.0039439378642901471)
([10, 'mse', 20, 10, False, 50], 0.016197018806012715)
([10, 'mse', 20, 50, True, 1], 0.0095132486112622511)
([10, 'mse', 20, 50, True, 10], 0.0088081675386002742)
([10, 'mse', 20, 50, True, 50], 0.018696124127915985)
([10, 'mse', 20, 50, False, 1], 0.0092861244988656499)
([10, 'mse', 20, 50, False, 10], 0.0092526686504719336)
([10, 'mse', 20, 50, False, 50], 0.016197018806012722)
([10, 'mse', None, 2, True, 1], 0.0014137307704466793)
([10, 'mse', None, 2, True, 10], 0.0046158906906025822)
([10, 'mse', None, 2, True, 50], 0.017647481518580675)
([10, 'mse', None, 2, False, 1], 0.0015119910202033274)
([10, 'mse', None, 2, False, 10], 0.0039432781757350868)
([10, 'mse', None, 2, False, 50], 0.016197018806012712)
([10, 'mse', None, 10, True, 1], 0.0019444521688516234)
([10, 'mse', None, 10, True, 10], 0.0043698489648046563)
([10, 'mse', None, 10, True, 50], 0.017759267777796593)
([10, 'mse', None, 10, False, 1], 0.0017525542157443025)
([10, 'mse', None, 10, False, 10], 0.003943717968105151)
([10, 'mse', None, 10, False, 50], 0.016197018806012722)
([10, 'mse', None, 50, True, 1], 0.0089692174074054564)
([10, 'mse', None, 50, True, 10], 0.0092279752086531237)
([10, 'mse', None, 50, True, 50], 0.017562228231579064)
([10, 'mse', None, 50, False, 1], 0.0092861244988656343)
([10, 'mse', None, 50, False, 10], 0.0092526686504719336)
([10, 'mse', None, 50, False, 50], 0.016197018806012729)
([10, 'mae', 10, 2, True, 1], 0.0013693314417666958)
([10, 'mae', 10, 2, True, 10], 0.0046283620817589993)
([10, 'mae', 10, 2, True, 50], 0.020040678267755612)
([10, 'mae', 10, 2, False, 1], 0.0013082326885194345)
([10, 'mae', 10, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 2, False, 50], 0.014011996370374194)
([10, 'mae', 10, 10, True, 1], 0.0020083373859260583)
([10, 'mae', 10, 10, True, 10], 0.0050225711633760557)
([10, 'mae', 10, 10, True, 50], 0.018208747002025686)
([10, 'mae', 10, 10, False, 1], 0.0015162091203174903)
([10, 'mae', 10, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 10, False, 50], 0.014011996370374194)
([10, 'mae', 10, 50, True, 1], 0.0086327986267967869)
([10, 'mae', 10, 50, True, 10], 0.0085369067851312173)
([10, 'mae', 10, 50, True, 50], 0.019426214755412518)
([10, 'mae', 10, 50, False, 1], 0.00901170680662957)
([10, 'mae', 10, 50, False, 10], 0.00901170680662957)
([10, 'mae', 10, 50, False, 50], 0.014011996370374194)
([10, 'mae', 20, 2, True, 1], 0.0015654232953290059)
([10, 'mae', 20, 2, True, 10], 0.005394600939114624)
([10, 'mae', 20, 2, True, 50], 0.01815982811827151)
([10, 'mae', 20, 2, False, 1], 0.0014505040348415826)
([10, 'mae', 20, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 2, False, 50], 0.014011996370374194)
([10, 'mae', 20, 10, True, 1], 0.001949114357154324)
([10, 'mae', 20, 10, True, 10], 0.0043266670435653867)
([10, 'mae', 20, 10, True, 50], 0.021256258775099623)
([10, 'mae', 20, 10, False, 1], 0.0015162091203174903)
([10, 'mae', 20, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 10, False, 50], 0.014011996370374194)
([10, 'mae', 20, 50, True, 1], 0.0096716629193165857)
([10, 'mae', 20, 50, True, 10], 0.0080715260170797498)
([10, 'mae', 20, 50, True, 50], 0.018194299115697022)
([10, 'mae', 20, 50, False, 1], 0.00901170680662957)
([10, 'mae', 20, 50, False, 10], 0.00901170680662957)
([10, 'mae', 20, 50, False, 50], 0.014011996370374194)
([10, 'mae', None, 2, True, 1], 0.0014944155636182547)
([10, 'mae', None, 2, True, 10], 0.00521066869681951)
([10, 'mae', None, 2, True, 50], 0.021142964407648616)
([10, 'mae', None, 2, False, 1], 0.0012962185397087194)
([10, 'mae', None, 2, False, 10], 0.0057343129296145807)
([10, 'mae', None, 2, False, 50], 0.014011996370374194)
([10, 'mae', None, 10, True, 1], 0.0018281069138862817)
([10, 'mae', None, 10, True, 10], 0.0052629807205744608)
([10, 'mae', None, 10, True, 50], 0.018832629355280395)
([10, 'mae', None, 10, False, 1], 0.0015273165409160753)
([10, 'mae', None, 10, False, 10], 0.0057343129296145807)
([10, 'mae', None, 10, False, 50], 0.014011996370374194)
([10, 'mae', None, 50, True, 1], 0.0081028853900411285)
([10, 'mae', None, 50, True, 10], 0.0083086522073232087)
([10, 'mae', None, 50, True, 50], 0.01848457065582413)
([10, 'mae', None, 50, False, 1], 0.00901170680662957)
([10, 'mae', None, 50, False, 10], 0.00901170680662957)
([10, 'mae', None, 50, False, 50], 0.014011996370374194)
([50, 'mse', 10, 2, True, 1], 0.0014069112014530377)
([50, 'mse', 10, 2, True, 10], 0.0041182385905294376)
([50, 'mse', 10, 2, True, 50], 0.018125001065452225)
([50, 'mse', 10, 2, False, 1], 0.0014691783999140028)
([50, 'mse', 10, 2, False, 10], 0.0039437619473422494)
([50, 'mse', 10, 2, False, 50], 0.016197018806012726)
([50, 'mse', 10, 10, True, 1], 0.0016139752443744631)
([50, 'mse', 10, 10, True, 10], 0.0040641011351044169)
([50, 'mse', 10, 10, True, 50], 0.018196669147390328)
([50, 'mse', 10, 10, False, 1], 0.0017525542157445415)
([50, 'mse', 10, 10, False, 10], 0.0039436300096312351)
([50, 'mse', 10, 10, False, 50], 0.016197018806012722)
([50, 'mse', 10, 50, True, 1], 0.0086280046505389126)
([50, 'mse', 10, 50, True, 10], 0.0083744253518582834)
([50, 'mse', 10, 50, True, 50], 0.018195452679263344)
([50, 'mse', 10, 50, False, 1], 0.0092861244988657436)
([50, 'mse', 10, 50, False, 10], 0.0092526686504719961)
([50, 'mse', 10, 50, False, 50], 0.016197018806012733)
([50, 'mse', 20, 2, True, 1], 0.001345619428641154)
([50, 'mse', 20, 2, True, 10], 0.0039259007424092256)
([50, 'mse', 20, 2, True, 50], 0.018632662326187044)
([50, 'mse', 20, 2, False, 1], 0.0014605625218260386)
([50, 'mse', 20, 2, False, 10], 0.0039438499058162589)
([50, 'mse', 20, 2, False, 50], 0.016197018806012726)
([50, 'mse', 20, 10, True, 1], 0.0015627912822544668)
([50, 'mse', 20, 10, True, 10], 0.004222118847479403)
([50, 'mse', 20, 10, True, 50], 0.017635668576740662)
([50, 'mse', 20, 10, False, 1], 0.0017525542157445415)
([50, 'mse', 20, 10, False, 10], 0.0039434980719202286)
([50, 'mse', 20, 10, False, 50], 0.016197018806012722)
([50, 'mse', 20, 50, True, 1], 0.0086862016588887259)
([50, 'mse', 20, 50, True, 10], 0.0084991559286760662)
([50, 'mse', 20, 50, True, 50], 0.017521850505371073)
([50, 'mse', 20, 50, False, 1], 0.0092861244988657436)
([50, 'mse', 20, 50, False, 10], 0.009252668650472003)
([50, 'mse', 20, 50, False, 50], 0.016197018806012726)
([50, 'mse', None, 2, True, 1], 0.0014296450925614791)
([50, 'mse', None, 2, True, 10], 0.0039453641858602159)
([50, 'mse', None, 2, True, 50], 0.017748099334824751)
([50, 'mse', None, 2, False, 1], 0.0014700133107077825)
([50, 'mse', None, 2, False, 10], 0.003943542051157236)
([50, 'mse', None, 2, False, 50], 0.016197018806012729)
([50, 'mse', None, 10, True, 1], 0.0015702892813703653)
([50, 'mse', None, 10, True, 10], 0.0040155419857171035)
([50, 'mse', None, 10, True, 50], 0.018119212263760988)
([50, 'mse', None, 10, False, 1], 0.0017525542157445415)
([50, 'mse', None, 10, False, 10], 0.0039438499058162668)
([50, 'mse', None, 10, False, 50], 0.016197018806012733)
([50, 'mse', None, 50, True, 1], 0.0084967353304333925)
([50, 'mse', None, 50, True, 10], 0.0084744301593811487)
([50, 'mse', None, 50, True, 50], 0.018405705282934937)
([50, 'mse', None, 50, False, 1], 0.0092861244988657402)
([50, 'mse', None, 50, False, 10], 0.0092526686504719961)
([50, 'mse', None, 50, False, 50], 0.016197018806012733)
([50, 'mae', 10, 2, True, 1], 0.0014468489974820955)
([50, 'mae', 10, 2, True, 10], 0.004871554151396236)
([50, 'mae', 10, 2, True, 50], 0.019460256703358349)
([50, 'mae', 10, 2, False, 1], 0.0013618826710171106)
([50, 'mae', 10, 2, False, 10], 0.005734312929614821)
([50, 'mae', 10, 2, False, 50], 0.014011996370374275)
([50, 'mae', 10, 10, True, 1], 0.0018520021357333796)
([50, 'mae', 10, 10, True, 10], 0.004975457518686415)
([50, 'mae', 10, 10, True, 50], 0.018866977578225537)
([50, 'mae', 10, 10, False, 1], 0.0015250950567966914)
([50, 'mae', 10, 10, False, 10], 0.005734312929614821)
([50, 'mae', 10, 10, False, 50], 0.014011996370374275)
([50, 'mae', 10, 50, True, 1], 0.0077894302134431399)
([50, 'mae', 10, 50, True, 10], 0.0077723247555371161)
([50, 'mae', 10, 50, True, 50], 0.019465798551929314)
([50, 'mae', 10, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 50], 0.014011996370374275)
([50, 'mae', 20, 2, True, 1], 0.001412950776144131)
([50, 'mae', 20, 2, True, 10], 0.0051038486066345735)
([50, 'mae', 20, 2, True, 50], 0.019142357909505994)
([50, 'mae', 20, 2, False, 1], 0.0014030254697192128)
([50, 'mae', 20, 2, False, 10], 0.005734312929614821)
([50, 'mae', 20, 2, False, 50], 0.014011996370374275)
([50, 'mae', 20, 10, True, 1], 0.0018179722568131707)
([50, 'mae', 20, 10, True, 10], 0.0049098314660196906)
([50, 'mae', 20, 10, True, 50], 0.018917851235528922)
([50, 'mae', 20, 10, False, 1], 0.0015273165409164092)
([50, 'mae', 20, 10, False, 10], 0.005734312929614821)
([50, 'mae', 20, 10, False, 50], 0.014011996370374275)
([50, 'mae', 20, 50, True, 1], 0.0076878853230469557)
([50, 'mae', 20, 50, True, 10], 0.0078417513030333008)
([50, 'mae', 20, 50, True, 50], 0.018562878831693438)
([50, 'mae', 20, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 50], 0.014011996370374275)
([50, 'mae', None, 2, True, 1], 0.001436173093727956)
([50, 'mae', None, 2, True, 10], 0.0048425394567474149)
([50, 'mae', None, 2, True, 50], 0.018616707944246667)
([50, 'mae', None, 2, False, 1], 0.0013213519199349281)
([50, 'mae', None, 2, False, 10], 0.005734312929614821)
([50, 'mae', None, 2, False, 50], 0.014011996370374275)
([50, 'mae', None, 10, True, 1], 0.0018955217007840556)
([50, 'mae', None, 10, True, 10], 0.0050121155352311894)
([50, 'mae', None, 10, True, 50], 0.018904250001981864)
([50, 'mae', None, 10, False, 1], 0.00151843060443754)
([50, 'mae', None, 10, False, 10], 0.005734312929614821)
([50, 'mae', None, 10, False, 50], 0.014011996370374275)
([50, 'mae', None, 50, True, 1], 0.0080042062974818341)
([50, 'mae', None, 50, True, 10], 0.0080281747240818872)
([50, 'mae', None, 50, True, 50], 0.019686878918799992)
([50, 'mae', None, 50, False, 1], 0.0090117068066296671)
([50, 'mae', None, 50, False, 10], 0.0090117068066296671)
([50, 'mae', None, 50, False, 50], 0.014011996370374275)
([100, 'mse', 10, 2, True, 1], 0.0014027324022253867)
([100, 'mse', 10, 2, True, 10], 0.004193380401442454)
([100, 'mse', 10, 2, True, 50], 0.018241353456394414)
([100, 'mse', 10, 2, False, 1], 0.0014202546339180423)
([100, 'mse', 10, 2, False, 10], 0.0039438279161978776)
([100, 'mse', 10, 2, False, 50], 0.016197018806012767)
([100, 'mse', 10, 10, True, 1], 0.0015810692466327583)
([100, 'mse', 10, 10, True, 10], 0.00404667786454827)
([100, 'mse', 10, 10, True, 50], 0.017981798698668523)
([100, 'mse', 10, 10, False, 1], 0.0017525542157448648)
([100, 'mse', 10, 10, False, 10], 0.003943915874671888)
([100, 'mse', 10, 10, False, 50], 0.016197018806012785)
([100, 'mse', 10, 50, True, 1], 0.0087361949797087231)
([100, 'mse', 10, 50, True, 10], 0.0085809538408560346)
([100, 'mse', 10, 50, True, 50], 0.017940428173285037)
([100, 'mse', 10, 50, False, 1], 0.0092861244988656829)
([100, 'mse', 10, 50, False, 10], 0.0092526686504718972)
([100, 'mse', 10, 50, False, 50], 0.016197018806012778)
([100, 'mse', 20, 2, True, 1], 0.0013122046540921125)
([100, 'mse', 20, 2, True, 10], 0.0041381482037416012)
([100, 'mse', 20, 2, True, 50], 0.017776930074210297)
([100, 'mse', 20, 2, False, 1], 0.0014545847611948206)
([100, 'mse', 20, 2, False, 10], 0.0039436300096313479)
([100, 'mse', 20, 2, False, 50], 0.016197018806012778)
([100, 'mse', 20, 10, True, 1], 0.0015286852955227693)
([100, 'mse', 20, 10, True, 10], 0.0041185050555283161)
([100, 'mse', 20, 10, True, 50], 0.017847472533925865)
([100, 'mse', 20, 10, False, 1], 0.0017525542157448648)
([100, 'mse', 20, 10, False, 10], 0.0039436739888683587)
([100, 'mse', 20, 10, False, 50], 0.016197018806012767)
([100, 'mse', 20, 50, True, 1], 0.0086165330313299569)
([100, 'mse', 20, 50, True, 10], 0.0088259790229179846)
([100, 'mse', 20, 50, True, 50], 0.01836652806370587)
([100, 'mse', 20, 50, False, 1], 0.0092861244988656829)
([100, 'mse', 20, 50, False, 10], 0.0092526686504718937)
([100, 'mse', 20, 50, False, 50], 0.016197018806012785)
([100, 'mse', None, 2, True, 1], 0.0014110284718978972)
([100, 'mse', None, 2, True, 10], 0.0040986361409824654)
([100, 'mse', None, 2, True, 50], 0.018362995406746976)
([100, 'mse', None, 2, False, 1], 0.0013980134129794363)
([100, 'mse', None, 2, False, 10], 0.0039437179681053617)
([100, 'mse', None, 2, False, 50], 0.016197018806012767)
([100, 'mse', None, 10, True, 1], 0.0014772686132258834)
([100, 'mse', None, 10, True, 10], 0.0041529705251672549)
([100, 'mse', None, 10, True, 50], 0.018292736226543559)
([100, 'mse', None, 10, False, 1], 0.0017525542157448648)
([100, 'mse', None, 10, False, 10], 0.0039438059265793782)
([100, 'mse', None, 10, False, 50], 0.016197018806012778)
([100, 'mse', None, 50, True, 1], 0.0086164149392199511)
([100, 'mse', None, 50, True, 10], 0.0085305647128629362)
([100, 'mse', None, 50, True, 50], 0.018824763116664249)
([100, 'mse', None, 50, False, 1], 0.0092861244988656864)
([100, 'mse', None, 50, False, 10], 0.0092526686504718972)
([100, 'mse', None, 50, False, 50], 0.016197018806012778)
([100, 'mae', 10, 2, True, 1], 0.0014723665123025315)
([100, 'mae', 10, 2, True, 10], 0.0048081596047253516)
([100, 'mae', 10, 2, True, 50], 0.019224042334617938)
([100, 'mae', 10, 2, False, 1], 0.0013496390073876536)
([100, 'mae', 10, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 2, False, 50], 0.014011996370374568)
([100, 'mae', 10, 10, True, 1], 0.0017149923773932551)
([100, 'mae', 10, 10, True, 10], 0.0047849226147458866)
([100, 'mae', 10, 10, True, 50], 0.018631754063461944)
([100, 'mae', 10, 10, False, 1], 0.0015239843147372308)
([100, 'mae', 10, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 10, False, 50], 0.014011996370374568)
([100, 'mae', 10, 50, True, 1], 0.0075934019567847162)
([100, 'mae', 10, 50, True, 10], 0.0075566611559896961)
([100, 'mae', 10, 50, True, 50], 0.019429893361851365)
([100, 'mae', 10, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 50], 0.014011996370374568)
([100, 'mae', 20, 2, True, 1], 0.0013082218519057237)
([100, 'mae', 20, 2, True, 10], 0.0047809703134762587)
([100, 'mae', 20, 2, True, 50], 0.01908321573894816)
([100, 'mae', 20, 2, False, 1], 0.0013008116870877593)
([100, 'mae', 20, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 2, False, 50], 0.014011996370374568)
([100, 'mae', 20, 10, True, 1], 0.0018337352601761508)
([100, 'mae', 20, 10, True, 10], 0.0047921746349762189)
([100, 'mae', 20, 10, True, 50], 0.018452241643535951)
([100, 'mae', 20, 10, False, 1], 0.0015239843147372308)
([100, 'mae', 20, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 10, False, 50], 0.014011996370374568)
([100, 'mae', 20, 50, True, 1], 0.0076034667774042075)
([100, 'mae', 20, 50, True, 10], 0.0074154191114814832)
([100, 'mae', 20, 50, True, 50], 0.01876944639286731)
([100, 'mae', 20, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 50], 0.014011996370374568)
([100, 'mae', None, 2, True, 1], 0.0013818957440523976)
([100, 'mae', None, 2, True, 10], 0.0048101050078558699)
([100, 'mae', None, 2, True, 50], 0.019641391971181872)
([100, 'mae', None, 2, False, 1], 0.0013399625164892432)
([100, 'mae', None, 2, False, 10], 0.0057343129296150803)
([100, 'mae', None, 2, False, 50], 0.014011996370374568)
([100, 'mae', None, 10, True, 1], 0.0018232692911286205)
([100, 'mae', None, 10, True, 10], 0.0048218489218897088)
([100, 'mae', None, 10, True, 50], 0.018533946079760583)
([100, 'mae', None, 10, False, 1], 0.0015173198623780794)
([100, 'mae', None, 10, False, 10], 0.0057343129296150803)
([100, 'mae', None, 10, False, 50], 0.014011996370374568)
([100, 'mae', None, 50, True, 1], 0.0078280216677553381)
([100, 'mae', None, 50, True, 10], 0.0076451738330548125)
([100, 'mae', None, 50, True, 50], 0.018505046615966431)
([100, 'mae', None, 50, False, 1], 0.0090117068066298787)
([100, 'mae', None, 50, False, 10], 0.0090117068066298787)
([100, 'mae', None, 50, False, 50], 0.014011996370374568)
tumor_stage
([10, 'mse', 10, 2, True, 1], 0.0016096359902506054)
([10, 'mse', 10, 2, True, 10], 0.0042789800864792317)
([10, 'mse', 10, 2, True, 50], 0.017145115749210692)
([10, 'mse', 10, 2, False, 1], 0.0014711635671301061)
([10, 'mse', 10, 2, False, 10], 0.0039439378642901653)
([10, 'mse', 10, 2, False, 50], 0.016197018806012736)
([10, 'mse', 10, 10, True, 1], 0.0016930492790765942)
([10, 'mse', 10, 10, True, 10], 0.0042082931284173532)
([10, 'mse', 10, 10, True, 50], 0.01779300470988654)
([10, 'mse', 10, 10, False, 1], 0.0017525542157443006)
([10, 'mse', 10, 10, False, 10], 0.0039437179681051215)
([10, 'mse', 10, 10, False, 50], 0.016197018806012722)
([10, 'mse', 10, 50, True, 1], 0.008877939592525759)
([10, 'mse', 10, 50, True, 10], 0.0090985660846326175)
([10, 'mse', 10, 50, True, 50], 0.018015858859795026)
([10, 'mse', 10, 50, False, 1], 0.0092861244988656257)
([10, 'mse', 10, 50, False, 10], 0.0092526686504719145)
([10, 'mse', 10, 50, False, 50], 0.016197018806012722)
([10, 'mse', 20, 2, True, 1], 0.0015861554834139815)
([10, 'mse', 20, 2, True, 10], 0.003888936959377576)
([10, 'mse', 20, 2, True, 50], 0.018208855959462748)
([10, 'mse', 20, 2, False, 1], 0.0016170999543251719)
([10, 'mse', 20, 2, False, 10], 0.00394393786429018)
([10, 'mse', 20, 2, False, 50], 0.016197018806012726)
([10, 'mse', 20, 10, True, 1], 0.0016101372924476739)
([10, 'mse', 20, 10, True, 10], 0.0039675818285958208)
([10, 'mse', 20, 10, True, 50], 0.017497228855542165)
([10, 'mse', 20, 10, False, 1], 0.0017525542157443036)
([10, 'mse', 20, 10, False, 10], 0.0039434980719201271)
([10, 'mse', 20, 10, False, 50], 0.016197018806012722)
([10, 'mse', 20, 50, True, 1], 0.0080576736978929236)
([10, 'mse', 20, 50, True, 10], 0.0092367564205322345)
([10, 'mse', 20, 50, True, 50], 0.017037167403004261)
([10, 'mse', 20, 50, False, 1], 0.0092861244988656343)
([10, 'mse', 20, 50, False, 10], 0.009252668650471918)
([10, 'mse', 20, 50, False, 50], 0.016197018806012733)
([10, 'mse', None, 2, True, 1], 0.0016167464462983436)
([10, 'mse', None, 2, True, 10], 0.0041571776478485723)
([10, 'mse', None, 2, True, 50], 0.01840999271337062)
([10, 'mse', None, 2, False, 1], 0.0014312020559983925)
([10, 'mse', None, 2, False, 10], 0.0039437179681051293)
([10, 'mse', None, 2, False, 50], 0.016197018806012712)
([10, 'mse', None, 10, True, 1], 0.0018778865805771107)
([10, 'mse', None, 10, True, 10], 0.0043447023278898262)
([10, 'mse', None, 10, True, 50], 0.018422177947164456)
([10, 'mse', None, 10, False, 1], 0.0017525542157443006)
([10, 'mse', None, 10, False, 10], 0.0039439378642901705)
([10, 'mse', None, 10, False, 50], 0.016197018806012726)
([10, 'mse', None, 50, True, 1], 0.0077052790963950714)
([10, 'mse', None, 50, True, 10], 0.0084966186104141767)
([10, 'mse', None, 50, True, 50], 0.017978397180469046)
([10, 'mse', None, 50, False, 1], 0.0092861244988656413)
([10, 'mse', None, 50, False, 10], 0.009252668650471918)
([10, 'mse', None, 50, False, 50], 0.016197018806012722)
([10, 'mae', 10, 2, True, 1], 0.0016107092280582768)
([10, 'mae', 10, 2, True, 10], 0.0054076969365156897)
([10, 'mae', 10, 2, True, 50], 0.019510320508302998)
([10, 'mae', 10, 2, False, 1], 0.0014615458445470372)
([10, 'mae', 10, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 2, False, 50], 0.014011996370374194)
([10, 'mae', 10, 10, True, 1], 0.0015652554132881533)
([10, 'mae', 10, 10, True, 10], 0.0044057652765545812)
([10, 'mae', 10, 10, True, 50], 0.019594283727425756)
([10, 'mae', 10, 10, False, 1], 0.0014717794379231481)
([10, 'mae', 10, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 10, False, 50], 0.014011996370374194)
([10, 'mae', 10, 50, True, 1], 0.0086511825824495524)
([10, 'mae', 10, 50, True, 10], 0.00777174679304237)
([10, 'mae', 10, 50, True, 50], 0.018010743058662054)
([10, 'mae', 10, 50, False, 1], 0.00901170680662957)
([10, 'mae', 10, 50, False, 10], 0.00901170680662957)
([10, 'mae', 10, 50, False, 50], 0.014011996370374194)
([10, 'mae', 20, 2, True, 1], 0.0014234534847513993)
([10, 'mae', 20, 2, True, 10], 0.0057034717793014982)
([10, 'mae', 20, 2, True, 50], 0.020675782221842912)
([10, 'mae', 20, 2, False, 1], 0.0013451065662260576)
([10, 'mae', 20, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 2, False, 50], 0.014011996370374194)
([10, 'mae', 20, 10, True, 1], 0.0018858829574398015)
([10, 'mae', 20, 10, True, 10], 0.0056197892375927693)
([10, 'mae', 20, 10, True, 50], 0.020168826403756498)
([10, 'mae', 20, 10, False, 1], 0.0015384239615146612)
([10, 'mae', 20, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 10, False, 50], 0.014011996370374194)
([10, 'mae', 20, 50, True, 1], 0.0077015379875698241)
([10, 'mae', 20, 50, True, 10], 0.0084799638544788558)
([10, 'mae', 20, 50, True, 50], 0.018204590248069169)
([10, 'mae', 20, 50, False, 1], 0.00901170680662957)
([10, 'mae', 20, 50, False, 10], 0.00901170680662957)
([10, 'mae', 20, 50, False, 50], 0.014011996370374194)
([10, 'mae', None, 2, True, 1], 0.0015972762580514321)
([10, 'mae', None, 2, True, 10], 0.0053498321094311331)
([10, 'mae', None, 2, True, 50], 0.018184096341119907)
([10, 'mae', None, 2, False, 1], 0.0013810737157205519)
([10, 'mae', None, 2, False, 10], 0.0057343129296145807)
([10, 'mae', None, 2, False, 50], 0.014011996370374194)
([10, 'mae', None, 10, True, 1], 0.0020543952018207919)
([10, 'mae', None, 10, True, 10], 0.0055075784127685537)
([10, 'mae', None, 10, True, 50], 0.017959824099062927)
([10, 'mae', None, 10, False, 1], 0.0015051016997189041)
([10, 'mae', None, 10, False, 10], 0.0057343129296145807)
([10, 'mae', None, 10, False, 50], 0.014011996370374194)
([10, 'mae', None, 50, True, 1], 0.008194821009108514)
([10, 'mae', None, 50, True, 10], 0.0088182098121416305)
([10, 'mae', None, 50, True, 50], 0.019694133042031537)
([10, 'mae', None, 50, False, 1], 0.00901170680662957)
([10, 'mae', None, 50, False, 10], 0.00901170680662957)
([10, 'mae', None, 50, False, 50], 0.014011996370374194)
([50, 'mse', 10, 2, True, 1], 0.0015422727704105391)
([50, 'mse', 10, 2, True, 10], 0.0039987938554875329)
([50, 'mse', 10, 2, True, 50], 0.017920387353100749)
([50, 'mse', 10, 2, False, 1], 0.001537769476775966)
([50, 'mse', 10, 2, False, 10], 0.0039435860303942355)
([50, 'mse', 10, 2, False, 50], 0.016197018806012733)
([50, 'mse', 10, 10, True, 1], 0.0015333184581276522)
([50, 'mse', 10, 10, True, 10], 0.0041737604484181259)
([50, 'mse', 10, 10, True, 50], 0.018184333230898381)
([50, 'mse', 10, 10, False, 1], 0.0017525542157445415)
([50, 'mse', 10, 10, False, 10], 0.0039437179681052446)
([50, 'mse', 10, 10, False, 50], 0.016197018806012736)
([50, 'mse', 10, 50, True, 1], 0.00878082217022331)
([50, 'mse', 10, 50, True, 10], 0.0081752276064517657)
([50, 'mse', 10, 50, True, 50], 0.018309949660848621)
([50, 'mse', 10, 50, False, 1], 0.0092861244988657558)
([50, 'mse', 10, 50, False, 10], 0.0092526686504720117)
([50, 'mse', 10, 50, False, 50], 0.016197018806012729)
([50, 'mse', 20, 2, True, 1], 0.0014316707088138211)
([50, 'mse', 20, 2, True, 10], 0.0042020556061424449)
([50, 'mse', 20, 2, True, 50], 0.018309832569138158)
([50, 'mse', 20, 2, False, 1], 0.0015114991726477541)
([50, 'mse', 20, 2, False, 10], 0.0039438059265792576)
([50, 'mse', 20, 2, False, 50], 0.016197018806012736)
([50, 'mse', 20, 10, True, 1], 0.0015791898815859207)
([50, 'mse', 20, 10, True, 10], 0.0040653828217309743)
([50, 'mse', 20, 10, True, 50], 0.018236848057534241)
([50, 'mse', 20, 10, False, 1], 0.0017525542157445415)
([50, 'mse', 20, 10, False, 10], 0.0039438059265792559)
([50, 'mse', 20, 10, False, 50], 0.016197018806012733)
([50, 'mse', 20, 50, True, 1], 0.0084196047670420035)
([50, 'mse', 20, 50, True, 10], 0.0087363777513379988)
([50, 'mse', 20, 50, True, 50], 0.017210003766103755)
([50, 'mse', 20, 50, False, 1], 0.0092861244988657488)
([50, 'mse', 20, 50, False, 10], 0.009252668650472003)
([50, 'mse', 20, 50, False, 50], 0.016197018806012736)
([50, 'mse', None, 2, True, 1], 0.00153070638390857)
([50, 'mse', None, 2, True, 10], 0.0041218469836861995)
([50, 'mse', None, 2, True, 50], 0.017861392336334849)
([50, 'mse', None, 2, False, 1], 0.0015152233391433356)
([50, 'mse', None, 2, False, 10], 0.0039439818435272776)
([50, 'mse', None, 2, False, 50], 0.01619701880601274)
([50, 'mse', None, 10, True, 1], 0.0014398536261187665)
([50, 'mse', None, 10, True, 10], 0.0043014386860683439)
([50, 'mse', None, 10, True, 50], 0.018350267787287915)
([50, 'mse', None, 10, False, 1], 0.0017525542157445415)
([50, 'mse', None, 10, False, 10], 0.0039437619473422485)
([50, 'mse', None, 10, False, 50], 0.016197018806012733)
([50, 'mse', None, 50, True, 1], 0.0087863137826700057)
([50, 'mse', None, 50, True, 10], 0.0087227573444336806)
([50, 'mse', None, 50, True, 50], 0.017359270397744486)
([50, 'mse', None, 50, False, 1], 0.0092861244988657488)
([50, 'mse', None, 50, False, 10], 0.0092526686504720117)
([50, 'mse', None, 50, False, 50], 0.016197018806012726)
([50, 'mae', 10, 2, True, 1], 0.0014297537051031241)
([50, 'mae', 10, 2, True, 10], 0.0047617226205095911)
([50, 'mae', 10, 2, True, 50], 0.019182236504394313)
([50, 'mae', 10, 2, False, 1], 0.0013549807411785198)
([50, 'mae', 10, 2, False, 10], 0.005734312929614821)
([50, 'mae', 10, 2, False, 50], 0.014011996370374275)
([50, 'mae', 10, 10, True, 1], 0.0018540589939915158)
([50, 'mae', 10, 10, True, 10], 0.0051893735178560598)
([50, 'mae', 10, 10, True, 50], 0.019118504873146407)
([50, 'mae', 10, 10, False, 1], 0.0015117661520783875)
([50, 'mae', 10, 10, False, 10], 0.005734312929614821)
([50, 'mae', 10, 10, False, 50], 0.014011996370374275)
([50, 'mae', 10, 50, True, 1], 0.007923711611670832)
([50, 'mae', 10, 50, True, 10], 0.0079711304343247722)
([50, 'mae', 10, 50, True, 50], 0.018763363072748219)
([50, 'mae', 10, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 50], 0.014011996370374275)
([50, 'mae', 20, 2, True, 1], 0.0015304468901430157)
([50, 'mae', 20, 2, True, 10], 0.0049757038855194665)
([50, 'mae', 20, 2, True, 50], 0.018458807403788947)
([50, 'mae', 20, 2, False, 1], 0.0013303081817051974)
([50, 'mae', 20, 2, False, 10], 0.005734312929614821)
([50, 'mae', 20, 2, False, 50], 0.014011996370374275)
([50, 'mae', 20, 10, True, 1], 0.0017517261106350494)
([50, 'mae', 20, 10, True, 10], 0.0049244968574702515)
([50, 'mae', 20, 10, True, 50], 0.018542863317919222)
([50, 'mae', 20, 10, False, 1], 0.0015117661520783875)
([50, 'mae', 20, 10, False, 10], 0.005734312929614821)
([50, 'mae', 20, 10, False, 50], 0.014011996370374275)
([50, 'mae', 20, 50, True, 1], 0.0076647170960843234)
([50, 'mae', 20, 50, True, 10], 0.0080723313355654438)
([50, 'mae', 20, 50, True, 50], 0.018814006961849088)
([50, 'mae', 20, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 50], 0.014011996370374275)
([50, 'mae', None, 2, True, 1], 0.0014951179516835978)
([50, 'mae', None, 2, True, 10], 0.005179253119533587)
([50, 'mae', None, 2, True, 50], 0.018953759594537448)
([50, 'mae', None, 2, False, 1], 0.001316046304417517)
([50, 'mae', None, 2, False, 10], 0.005734312929614821)
([50, 'mae', None, 2, False, 50], 0.014011996370374275)
([50, 'mae', None, 10, True, 1], 0.001922596077674804)
([50, 'mae', None, 10, True, 10], 0.0051713330951583762)
([50, 'mae', None, 10, True, 50], 0.018889859785706301)
([50, 'mae', None, 10, False, 1], 0.0015095446679586708)
([50, 'mae', None, 10, False, 10], 0.005734312929614821)
([50, 'mae', None, 10, False, 50], 0.014011996370374275)
([50, 'mae', None, 50, True, 1], 0.00769293689620277)
([50, 'mae', None, 50, True, 10], 0.0075370851444287118)
([50, 'mae', None, 50, True, 50], 0.018381373823882011)
([50, 'mae', None, 50, False, 1], 0.0090117068066296671)
([50, 'mae', None, 50, False, 10], 0.0090117068066296671)
([50, 'mae', None, 50, False, 50], 0.014011996370374275)
([100, 'mse', 10, 2, True, 1], 0.0014129898917494867)
([100, 'mse', 10, 2, True, 10], 0.0040885935245794768)
([100, 'mse', 10, 2, True, 50], 0.017858438292321213)
([100, 'mse', 10, 2, False, 1], 0.0015136193817089673)
([100, 'mse', 10, 2, False, 10], 0.0039438938850533825)
([100, 'mse', 10, 2, False, 50], 0.016197018806012788)
([100, 'mse', 10, 10, True, 1], 0.0015883761223754792)
([100, 'mse', 10, 10, True, 10], 0.0041637186274831933)
([100, 'mse', 10, 10, True, 50], 0.018084940311266343)
([100, 'mse', 10, 10, False, 1], 0.0017525542157448648)
([100, 'mse', 10, 10, False, 10], 0.0039436959784868641)
([100, 'mse', 10, 10, False, 50], 0.016197018806012781)
([100, 'mse', 10, 50, True, 1], 0.0083879572587927075)
([100, 'mse', 10, 50, True, 10], 0.0084833510802336826)
([100, 'mse', 10, 50, True, 50], 0.017773922955658026)
([100, 'mse', 10, 50, False, 1], 0.0092861244988656829)
([100, 'mse', 10, 50, False, 10], 0.0092526686504718937)
([100, 'mse', 10, 50, False, 50], 0.016197018806012781)
([100, 'mse', 20, 2, True, 1], 0.0014388300250567671)
([100, 'mse', 20, 2, True, 10], 0.0041554402709286222)
([100, 'mse', 20, 2, True, 50], 0.017991259408400684)
([100, 'mse', 20, 2, False, 1], 0.0015942611020343146)
([100, 'mse', 20, 2, False, 10], 0.0039437179681053661)
([100, 'mse', 20, 2, False, 50], 0.016197018806012785)
([100, 'mse', 20, 10, True, 1], 0.0016113944782395106)
([100, 'mse', 20, 10, True, 10], 0.0040594029158947907)
([100, 'mse', 20, 10, True, 50], 0.017464643264624078)
([100, 'mse', 20, 10, False, 1], 0.0017525542157448648)
([100, 'mse', 20, 10, False, 10], 0.003943805926579373)
([100, 'mse', 20, 10, False, 50], 0.016197018806012785)
([100, 'mse', 20, 50, True, 1], 0.0087782082908126283)
([100, 'mse', 20, 50, True, 10], 0.00806682922675293)
([100, 'mse', 20, 50, True, 50], 0.018218764286862831)
([100, 'mse', 20, 50, False, 1], 0.0092861244988656864)
([100, 'mse', 20, 50, False, 10], 0.0092526686504718902)
([100, 'mse', 20, 50, False, 50], 0.016197018806012785)
([100, 'mse', None, 2, True, 1], 0.0013662730505910512)
([100, 'mse', None, 2, True, 10], 0.0040821465723177713)
([100, 'mse', None, 2, True, 50], 0.018480731640303005)
([100, 'mse', None, 2, False, 1], 0.0015722918657132975)
([100, 'mse', None, 2, False, 10], 0.0039436959784868615)
([100, 'mse', None, 2, False, 50], 0.016197018806012781)
([100, 'mse', None, 10, True, 1], 0.0015685883422606359)
([100, 'mse', None, 10, True, 10], 0.0040470976959116655)
([100, 'mse', None, 10, True, 50], 0.018723166985245999)
([100, 'mse', None, 10, False, 1], 0.0017525542157448648)
([100, 'mse', None, 10, False, 10], 0.003943893885053386)
([100, 'mse', None, 10, False, 50], 0.016197018806012785)
([100, 'mse', None, 50, True, 1], 0.0084377627057508828)
([100, 'mse', None, 50, True, 10], 0.0085597504025348003)
([100, 'mse', None, 50, True, 50], 0.018215564019289279)
([100, 'mse', None, 50, False, 1], 0.0092861244988656864)
([100, 'mse', None, 50, False, 10], 0.0092526686504718937)
([100, 'mse', None, 50, False, 50], 0.016197018806012781)
([100, 'mae', 10, 2, True, 1], 0.0014835804631017095)
([100, 'mae', 10, 2, True, 10], 0.0047912369830211844)
([100, 'mae', 10, 2, True, 50], 0.018549962706599015)
([100, 'mae', 10, 2, False, 1], 0.001328082079782157)
([100, 'mae', 10, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 2, False, 50], 0.014011996370374568)
([100, 'mae', 10, 10, True, 1], 0.0017565495804535076)
([100, 'mae', 10, 10, True, 10], 0.0049003166865079573)
([100, 'mae', 10, 10, True, 50], 0.019079212277180208)
([100, 'mae', 10, 10, False, 1], 0.0015184306044379384)
([100, 'mae', 10, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 10, False, 50], 0.014011996370374568)
([100, 'mae', 10, 50, True, 1], 0.0076487396817672961)
([100, 'mae', 10, 50, True, 10], 0.0078669402653006679)
([100, 'mae', 10, 50, True, 50], 0.018660824514355377)
([100, 'mae', 10, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 50], 0.014011996370374568)
([100, 'mae', 20, 2, True, 1], 0.0015539001858672268)
([100, 'mae', 20, 2, True, 10], 0.0048659753978956156)
([100, 'mae', 20, 2, True, 50], 0.019059389839662117)
([100, 'mae', 20, 2, False, 1], 0.0012724647759987872)
([100, 'mae', 20, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 2, False, 50], 0.014011996370374568)
([100, 'mae', 20, 10, True, 1], 0.0018534284026201868)
([100, 'mae', 20, 10, True, 10], 0.0049105109139723898)
([100, 'mae', 20, 10, True, 50], 0.018907010179602616)
([100, 'mae', 20, 10, False, 1], 0.001521762830617513)
([100, 'mae', 20, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 10, False, 50], 0.014011996370374568)
([100, 'mae', 20, 50, True, 1], 0.0078737763245826271)
([100, 'mae', 20, 50, True, 10], 0.0077651756486537531)
([100, 'mae', 20, 50, True, 50], 0.018763455975590995)
([100, 'mae', 20, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 50], 0.014011996370374568)
([100, 'mae', None, 2, True, 1], 0.0013826612307035017)
([100, 'mae', None, 2, True, 10], 0.0047357065313892435)
([100, 'mae', None, 2, True, 50], 0.018386070568167903)
([100, 'mae', None, 2, False, 1], 0.0013164004974045192)
([100, 'mae', None, 2, False, 10], 0.0057343129296150803)
([100, 'mae', None, 2, False, 50], 0.014011996370374568)
([100, 'mae', None, 10, True, 1], 0.001886992541697615)
([100, 'mae', None, 10, True, 10], 0.004956855569980362)
([100, 'mae', None, 10, True, 50], 0.018665840603537848)
([100, 'mae', None, 10, False, 1], 0.0015150983782583616)
([100, 'mae', None, 10, False, 10], 0.0057343129296150803)
([100, 'mae', None, 10, False, 50], 0.014011996370374568)
([100, 'mae', None, 50, True, 1], 0.0080985635028562059)
([100, 'mae', None, 50, True, 10], 0.0077810647525081884)
([100, 'mae', None, 50, True, 50], 0.019109189083219361)
([100, 'mae', None, 50, False, 1], 0.0090117068066298787)
([100, 'mae', None, 50, False, 10], 0.0090117068066298787)
([100, 'mae', None, 50, False, 50], 0.014011996370374568)
days_to_last_follow_up
([10, 'mse', 10, 2, True, 1], 0.0016522076531464629)
([10, 'mse', 10, 2, True, 10], 0.004093048826511428)
([10, 'mse', 10, 2, True, 50], 0.018674491870422631)
([10, 'mse', 10, 2, False, 1], 0.001084216404220369)
([10, 'mse', 10, 2, False, 10], 0.0039792158221174491)
([10, 'mse', 10, 2, False, 50], 0.016197018806012722)
([10, 'mse', 10, 10, True, 1], 0.0014124425056254279)
([10, 'mse', 10, 10, True, 10], 0.0044883100973662042)
([10, 'mse', 10, 10, True, 50], 0.018132563395930688)
([10, 'mse', 10, 10, False, 1], 0.0015526970811300526)
([10, 'mse', 10, 10, False, 10], 0.003993854756092402)
([10, 'mse', 10, 10, False, 50], 0.016197018806012736)
([10, 'mse', 10, 50, True, 1], 0.0091111764324190714)
([10, 'mse', 10, 50, True, 10], 0.0095410882056357459)
([10, 'mse', 10, 50, True, 50], 0.019160166506797471)
([10, 'mse', 10, 50, False, 1], 0.0092861244988656378)
([10, 'mse', 10, 50, False, 10], 0.0092526686504719145)
([10, 'mse', 10, 50, False, 50], 0.016197018806012726)
([10, 'mse', 20, 2, True, 1], 0.0015678581604034035)
([10, 'mse', 20, 2, True, 10], 0.004590212855486951)
([10, 'mse', 20, 2, True, 50], 0.017356631220373946)
([10, 'mse', 20, 2, False, 1], 0.00096995132870739153)
([10, 'mse', 20, 2, False, 10], 0.0039792158221174396)
([10, 'mse', 20, 2, False, 50], 0.016197018806012722)
([10, 'mse', 20, 10, True, 1], 0.0014691534532753742)
([10, 'mse', 20, 10, True, 10], 0.0041057385153734248)
([10, 'mse', 20, 10, True, 50], 0.017214513079659731)
([10, 'mse', 20, 10, False, 1], 0.0016772531858052493)
([10, 'mse', 20, 10, False, 10], 0.0039792158221174266)
([10, 'mse', 20, 10, False, 50], 0.016197018806012733)
([10, 'mse', 20, 50, True, 1], 0.0083323964361450946)
([10, 'mse', 20, 50, True, 10], 0.0085165992219753475)
([10, 'mse', 20, 50, True, 50], 0.020332420745323636)
([10, 'mse', 20, 50, False, 1], 0.0092861244988656499)
([10, 'mse', 20, 50, False, 10], 0.0092526686504719145)
([10, 'mse', 20, 50, False, 50], 0.016197018806012729)
([10, 'mse', None, 2, True, 1], 0.0010505555538284444)
([10, 'mse', None, 2, True, 10], 0.0043363332290621828)
([10, 'mse', None, 2, True, 50], 0.016677851827651361)
([10, 'mse', None, 2, False, 1], 0.00084381911772402269)
([10, 'mse', None, 2, False, 10], 0.0039792158221174405)
([10, 'mse', None, 2, False, 50], 0.016197018806012726)
([10, 'mse', None, 10, True, 1], 0.0020826828671669522)
([10, 'mse', None, 10, True, 10], 0.0041064507146598532)
([10, 'mse', None, 10, True, 50], 0.018535367241583937)
([10, 'mse', None, 10, False, 1], 0.0016002291558807654)
([10, 'mse', None, 10, False, 10], 0.0039718963551299532)
([10, 'mse', None, 10, False, 50], 0.016197018806012733)
([10, 'mse', None, 50, True, 1], 0.0088136572519711704)
([10, 'mse', None, 50, True, 10], 0.0090169128122078255)
([10, 'mse', None, 50, True, 50], 0.015895197062402094)
([10, 'mse', None, 50, False, 1], 0.0092861244988656534)
([10, 'mse', None, 50, False, 10], 0.0092526686504719267)
([10, 'mse', None, 50, False, 50], 0.016197018806012729)
([10, 'mae', 10, 2, True, 1], 0.0015484008142087058)
([10, 'mae', 10, 2, True, 10], 0.0052549853458087594)
([10, 'mae', 10, 2, True, 50], 0.018706359134806921)
([10, 'mae', 10, 2, False, 1], 0.0012501208240064694)
([10, 'mae', 10, 2, False, 10], 0.0057692099379968087)
([10, 'mae', 10, 2, False, 50], 0.014011996370374194)
([10, 'mae', 10, 10, True, 1], 0.0017469149074026199)
([10, 'mae', 10, 10, True, 10], 0.0050526791808312719)
([10, 'mae', 10, 10, True, 50], 0.019789370999240774)
([10, 'mae', 10, 10, False, 1], 0.0015166930471347362)
([10, 'mae', 10, 10, False, 10], 0.0057715379726938016)
([10, 'mae', 10, 10, False, 50], 0.014011996370374194)
([10, 'mae', 10, 50, True, 1], 0.0082136734848706015)
([10, 'mae', 10, 50, True, 10], 0.0079022229401958643)
([10, 'mae', 10, 50, True, 50], 0.0190200734923998)
([10, 'mae', 10, 50, False, 1], 0.0090198549280690373)
([10, 'mae', 10, 50, False, 10], 0.00901869091072054)
([10, 'mae', 10, 50, False, 50], 0.014011996370374194)
([10, 'mae', 20, 2, True, 1], 0.001293740500089982)
([10, 'mae', 20, 2, True, 10], 0.0052572608810822494)
([10, 'mae', 20, 2, True, 50], 0.019629141232213428)
([10, 'mae', 20, 2, False, 1], 0.0010886596082001095)
([10, 'mae', 20, 2, False, 10], 0.0057779341900923691)
([10, 'mae', 20, 2, False, 50], 0.014011996370374194)
([10, 'mae', 20, 10, True, 1], 0.0014861588626194412)
([10, 'mae', 20, 10, True, 10], 0.0051523573465405087)
([10, 'mae', 20, 10, True, 50], 0.017580431824751025)
([10, 'mae', 20, 10, False, 1], 0.0014766753573622409)
([10, 'mae', 20, 10, False, 10], 0.0057715379726938016)
([10, 'mae', 20, 10, False, 50], 0.014011996370374194)
([10, 'mae', 20, 50, True, 1], 0.0090104330947058421)
([10, 'mae', 20, 50, True, 10], 0.0084075880610709093)
([10, 'mae', 20, 50, True, 50], 0.019018548566869648)
([10, 'mae', 20, 50, False, 1], 0.0090175268933720461)
([10, 'mae', 20, 50, False, 10], 0.00901869091072054)
([10, 'mae', 20, 50, False, 50], 0.014011996370374194)
([10, 'mae', None, 2, True, 1], 0.0012223055856338308)
([10, 'mae', None, 2, True, 10], 0.0052071592001509993)
([10, 'mae', None, 2, True, 50], 0.020856377170810767)
([10, 'mae', None, 2, False, 1], 0.0011536147131386721)
([10, 'mae', None, 2, False, 10], 0.0057692099379968087)
([10, 'mae', None, 2, False, 50], 0.014011996370374194)
([10, 'mae', None, 10, True, 1], 0.0022477427225817302)
([10, 'mae', None, 10, True, 10], 0.0051884506655947415)
([10, 'mae', None, 10, True, 50], 0.01813724591199524)
([10, 'mae', None, 10, False, 1], 0.0014961203357645124)
([10, 'mae', None, 10, False, 10], 0.0057715379726938016)
([10, 'mae', None, 10, False, 50], 0.014011996370374194)
([10, 'mae', None, 50, True, 1], 0.0081034131247609397)
([10, 'mae', None, 50, True, 10], 0.0081135814171068091)
([10, 'mae', None, 50, True, 50], 0.019548850032523674)
([10, 'mae', None, 50, False, 1], 0.0090175268933720461)
([10, 'mae', None, 50, False, 10], 0.00901869091072054)
([10, 'mae', None, 50, False, 50], 0.014011996370374194)
([50, 'mse', 10, 2, True, 1], 0.0012265767158403092)
([50, 'mse', 10, 2, True, 10], 0.0041574636902810113)
([50, 'mse', 10, 2, True, 50], 0.018668740097172325)
([50, 'mse', 10, 2, False, 1], 0.0010050492639447535)
([50, 'mse', 10, 2, False, 10], 0.0039689685683350811)
([50, 'mse', 10, 2, False, 50], 0.016197018806012726)
([50, 'mse', 10, 10, True, 1], 0.0015040425694105696)
([50, 'mse', 10, 10, True, 10], 0.0042014827038575489)
([50, 'mse', 10, 10, True, 50], 0.017919155665136972)
([50, 'mse', 10, 10, False, 1], 0.0016000821655253728)
([50, 'mse', 10, 10, False, 10], 0.0039777519287200452)
([50, 'mse', 10, 10, False, 50], 0.016197018806012715)
([50, 'mse', 10, 50, True, 1], 0.0085454330471664113)
([50, 'mse', 10, 50, True, 10], 0.0085901849953852905)
([50, 'mse', 10, 50, True, 50], 0.018008695233544352)
([50, 'mse', 10, 50, False, 1], 0.0092861244988657349)
([50, 'mse', 10, 50, False, 10], 0.0092526686504719961)
([50, 'mse', 10, 50, False, 50], 0.016197018806012722)
([50, 'mse', 20, 2, True, 1], 0.0013251366433813577)
([50, 'mse', 20, 2, True, 10], 0.0040564605890741345)
([50, 'mse', 20, 2, True, 50], 0.018520915495569345)
([50, 'mse', 20, 2, False, 1], 0.00096569141588812306)
([50, 'mse', 20, 2, False, 10], 0.0039792158221175471)
([50, 'mse', 20, 2, False, 50], 0.016197018806012712)
([50, 'mse', 20, 10, True, 1], 0.0016641776839014071)
([50, 'mse', 20, 10, True, 10], 0.0039409563129371248)
([50, 'mse', 20, 10, True, 50], 0.01792138456122503)
([50, 'mse', 20, 10, False, 1], 0.0016089766373873417)
([50, 'mse', 20, 10, False, 10], 0.0039821436089125415)
([50, 'mse', 20, 10, False, 50], 0.016197018806012722)
([50, 'mse', 20, 50, True, 1], 0.008571134139630239)
([50, 'mse', 20, 50, True, 10], 0.0086075121272330881)
([50, 'mse', 20, 50, True, 50], 0.018207712445332126)
([50, 'mse', 20, 50, False, 1], 0.0092861244988657419)
([50, 'mse', 20, 50, False, 10], 0.0092526686504719874)
([50, 'mse', 20, 50, False, 50], 0.016197018806012712)
([50, 'mse', None, 2, True, 1], 0.0013479305037028329)
([50, 'mse', None, 2, True, 10], 0.0042179101609722712)
([50, 'mse', None, 2, True, 50], 0.01800023430558852)
([50, 'mse', None, 2, False, 1], 0.00095815011181424705)
([50, 'mse', None, 2, False, 10], 0.003977751928720059)
([50, 'mse', None, 2, False, 50], 0.016197018806012722)
([50, 'mse', None, 10, True, 1], 0.0015892052869590939)
([50, 'mse', None, 10, True, 10], 0.0038644481623173327)
([50, 'mse', None, 10, True, 50], 0.018382782742808253)
([50, 'mse', None, 10, False, 1], 0.0015145033836029657)
([50, 'mse', None, 10, False, 10], 0.003979215822117561)
([50, 'mse', None, 10, False, 50], 0.016197018806012719)
([50, 'mse', None, 50, True, 1], 0.0085185356763710016)
([50, 'mse', None, 50, True, 10], 0.0083974184941096892)
([50, 'mse', None, 50, True, 50], 0.018285082776918978)
([50, 'mse', None, 50, False, 1], 0.0092861244988657436)
([50, 'mse', None, 50, False, 10], 0.0092526686504719909)
([50, 'mse', None, 50, False, 50], 0.016197018806012726)
([50, 'mae', 10, 2, True, 1], 0.001039373060954927)
([50, 'mae', 10, 2, True, 10], 0.0049111319355443165)
([50, 'mae', 10, 2, True, 50], 0.019022442139143524)
([50, 'mae', 10, 2, False, 1], 0.0011245105427211606)
([50, 'mae', 10, 2, False, 10], 0.0057613016736490618)
([50, 'mae', 10, 2, False, 50], 0.014011996370374275)
([50, 'mae', 10, 10, True, 1], 0.0019810861030360723)
([50, 'mae', 10, 10, True, 10], 0.0048318447633469257)
([50, 'mae', 10, 10, True, 50], 0.018946274262504011)
([50, 'mae', 10, 10, False, 1], 0.0014727477988613848)
([50, 'mae', 10, 10, False, 10], 0.0057873568525972554)
([50, 'mae', 10, 10, False, 50], 0.014011996370374275)
([50, 'mae', 10, 50, True, 1], 0.0077548670536668925)
([50, 'mae', 10, 50, True, 10], 0.0078973895015685865)
([50, 'mae', 10, 50, True, 50], 0.018406223200407468)
([50, 'mae', 10, 50, False, 1], 0.0090172940899024383)
([50, 'mae', 10, 50, False, 10], 0.0090168284829630387)
([50, 'mae', 10, 50, False, 50], 0.014011996370374275)
([50, 'mae', 20, 2, True, 1], 0.0011828349436670764)
([50, 'mae', 20, 2, True, 10], 0.0050119969075016089)
([50, 'mae', 20, 2, True, 50], 0.018805168065411902)
([50, 'mae', 20, 2, False, 1], 0.0010931243094592007)
([50, 'mae', 20, 2, False, 10], 0.0057739788823149762)
([50, 'mae', 20, 2, False, 50], 0.014011996370374275)
([50, 'mae', 20, 10, True, 1], 0.001702796468281525)
([50, 'mae', 20, 10, True, 10], 0.0048927138769200938)
([50, 'mae', 20, 10, True, 50], 0.018644913387221042)
([50, 'mae', 20, 10, False, 1], 0.0014999076631230016)
([50, 'mae', 20, 10, False, 10], 0.0057817719205317418)
([50, 'mae', 20, 10, False, 50], 0.014011996370374275)
([50, 'mae', 20, 50, True, 1], 0.0078453219140297206)
([50, 'mae', 20, 50, True, 10], 0.0077819311916419781)
([50, 'mae', 20, 50, True, 50], 0.018783241573140128)
([50, 'mae', 20, 50, False, 1], 0.0090175268933721364)
([50, 'mae', 20, 50, False, 10], 0.0090175268933721364)
([50, 'mae', 20, 50, False, 50], 0.014011996370374275)
([50, 'mae', None, 2, True, 1], 0.0011307905752019536)
([50, 'mae', None, 2, True, 10], 0.0049135112925581302)
([50, 'mae', None, 2, True, 50], 0.018961137418342794)
([50, 'mae', None, 2, False, 1], 0.0010916380341020125)
([50, 'mae', None, 2, False, 10], 0.0057781669935622979)
([50, 'mae', None, 2, False, 50], 0.014011996370374275)
([50, 'mae', None, 10, True, 1], 0.0019576151643511583)
([50, 'mae', None, 10, True, 10], 0.005086240875887149)
([50, 'mae', None, 10, True, 50], 0.020310139875769538)
([50, 'mae', None, 10, False, 1], 0.0014831683409008067)
([50, 'mae', None, 10, False, 10], 0.0057970099673643445)
([50, 'mae', None, 10, False, 50], 0.014011996370374275)
([50, 'mae', None, 50, True, 1], 0.0077238093456162248)
([50, 'mae', None, 50, True, 10], 0.00780945439475634)
([50, 'mae', None, 50, True, 50], 0.018511266477759424)
([50, 'mae', None, 50, False, 1], 0.0090163628760236425)
([50, 'mae', None, 50, False, 10], 0.0090179925003115342)
([50, 'mae', None, 50, False, 50], 0.014011996370374275)
([100, 'mse', 10, 2, True, 1], 0.0011498289049652964)
([100, 'mse', 10, 2, True, 10], 0.0038944301721182228)
([100, 'mse', 10, 2, True, 50], 0.018397534872436807)
([100, 'mse', 10, 2, False, 1], 0.00092726857592125814)
([100, 'mse', 10, 2, False, 10], 0.0039821436089126335)
([100, 'mse', 10, 2, False, 50], 0.016197018806012757)
([100, 'mse', 10, 10, True, 1], 0.0014933664254719228)
([100, 'mse', 10, 10, True, 10], 0.0040181223973913029)
([100, 'mse', 10, 10, True, 50], 0.018036186804575242)
([100, 'mse', 10, 10, False, 1], 0.0015475998686476644)
([100, 'mse', 10, 10, False, 10], 0.0039806797155151332)
([100, 'mse', 10, 10, False, 50], 0.016197018806012764)
([100, 'mse', 10, 50, True, 1], 0.0085759690312267409)
([100, 'mse', 10, 50, True, 10], 0.0085956561161089386)
([100, 'mse', 10, 50, True, 50], 0.017984286443191604)
([100, 'mse', 10, 50, False, 1], 0.0092861244988656864)
([100, 'mse', 10, 50, False, 10], 0.0092526686504718902)
([100, 'mse', 10, 50, False, 50], 0.016197018806012747)
([100, 'mse', 20, 2, True, 1], 0.0012621120172013945)
([100, 'mse', 20, 2, True, 10], 0.0041813413659828906)
([100, 'mse', 20, 2, True, 50], 0.01826259719114675)
([100, 'mse', 20, 2, False, 1], 0.000964172216396572)
([100, 'mse', 20, 2, False, 10], 0.003979215822117646)
([100, 'mse', 20, 2, False, 50], 0.01619701880601275)
([100, 'mse', 20, 10, True, 1], 0.0013932495841255763)
([100, 'mse', 20, 10, True, 10], 0.0039629828960676553)
([100, 'mse', 20, 10, True, 50], 0.018228466184295626)
([100, 'mse', 20, 10, False, 1], 0.0015090301606644613)
([100, 'mse', 20, 10, False, 10], 0.003985071395707627)
([100, 'mse', 20, 10, False, 50], 0.016197018806012767)
([100, 'mse', 20, 50, True, 1], 0.0085221814922558699)
([100, 'mse', 20, 50, True, 10], 0.0086010947343417837)
([100, 'mse', 20, 50, True, 50], 0.018080047804134001)
([100, 'mse', 20, 50, False, 1], 0.0092861244988656864)
([100, 'mse', 20, 50, False, 10], 0.0092526686504718937)
([100, 'mse', 20, 50, False, 50], 0.016197018806012771)
([100, 'mse', None, 2, True, 1], 0.0012222970880760822)
([100, 'mse', None, 2, True, 10], 0.0039011303004044809)
([100, 'mse', None, 2, True, 50], 0.018210306064402219)
([100, 'mse', None, 2, False, 1], 0.00098379879213635101)
([100, 'mse', None, 2, False, 10], 0.0039777519287201519)
([100, 'mse', None, 2, False, 50], 0.016197018806012761)
([100, 'mse', None, 10, True, 1], 0.0016156474111117211)
([100, 'mse', None, 10, True, 10], 0.0040360055036635844)
([100, 'mse', None, 10, True, 50], 0.018337906380436746)
([100, 'mse', None, 10, False, 1], 0.0015590533410748608)
([100, 'mse', None, 10, False, 10], 0.0039740921952264108)
([100, 'mse', None, 10, False, 50], 0.016197018806012764)
([100, 'mse', None, 50, True, 1], 0.0087291387565968555)
([100, 'mse', None, 50, True, 10], 0.0084595282354002366)
([100, 'mse', None, 50, True, 50], 0.018302870429891236)
([100, 'mse', None, 50, False, 1], 0.0092861244988656829)
([100, 'mse', None, 50, False, 10], 0.0092526686504718902)
([100, 'mse', None, 50, False, 50], 0.016197018806012764)
([100, 'mae', 10, 2, True, 1], 0.0011529515115915581)
([100, 'mae', 10, 2, True, 10], 0.0048187409129070375)
([100, 'mae', 10, 2, True, 50], 0.01926918681635563)
([100, 'mae', 10, 2, False, 1], 0.0010893368848168634)
([100, 'mae', 10, 2, False, 10], 0.0057738636561840062)
([100, 'mae', 10, 2, False, 50], 0.014011996370374568)
([100, 'mae', 10, 10, True, 1], 0.0018960736175681354)
([100, 'mae', 10, 10, True, 10], 0.0049417989943169567)
([100, 'mae', 10, 10, True, 50], 0.018724936357568434)
([100, 'mae', 10, 10, False, 1], 0.0014705165735573482)
([100, 'mae', 10, 10, False, 10], 0.0057761893396737337)
([100, 'mae', 10, 10, False, 50], 0.014011996370374568)
([100, 'mae', 10, 50, True, 1], 0.0078742063279147421)
([100, 'mae', 10, 50, True, 10], 0.00774420266240729)
([100, 'mae', 10, 50, True, 50], 0.018557281849382882)
([100, 'mae', 10, 50, False, 1], 0.0090169448846980846)
([100, 'mae', 10, 50, False, 10], 0.0090171776881677861)
([100, 'mae', 10, 50, False, 50], 0.014011996370374568)
([100, 'mae', 20, 2, True, 1], 0.0011450963376492336)
([100, 'mae', 20, 2, True, 10], 0.0048491901281939604)
([100, 'mae', 20, 2, True, 50], 0.018374513062013462)
([100, 'mae', 20, 2, False, 1], 0.0010740597913647351)
([100, 'mae', 20, 2, False, 10], 0.0057723516092345961)
([100, 'mae', 20, 2, False, 50], 0.014011996370374568)
([100, 'mae', 20, 10, True, 1], 0.0015711429123634656)
([100, 'mae', 20, 10, True, 10], 0.0048143677044936283)
([100, 'mae', 20, 10, True, 50], 0.018516776872998381)
([100, 'mae', 20, 10, False, 1], 0.0014769106823558477)
([100, 'mae', 20, 10, False, 10], 0.0057802610491862073)
([100, 'mae', 20, 10, False, 50], 0.014011996370374568)
([100, 'mae', 20, 50, True, 1], 0.0077559222824998292)
([100, 'mae', 20, 50, True, 10], 0.0074905866720506638)
([100, 'mae', 20, 50, True, 50], 0.019013584963555586)
([100, 'mae', 20, 50, False, 1], 0.0090175268933723341)
([100, 'mae', 20, 50, False, 10], 0.0090175268933723341)
([100, 'mae', 20, 50, False, 50], 0.014011996370374568)
([100, 'mae', None, 2, True, 1], 0.001140262289293892)
([100, 'mae', None, 2, True, 10], 0.0047695773580564331)
([100, 'mae', None, 2, True, 50], 0.019045279133133971)
([100, 'mae', None, 2, False, 1], 0.0011023742349362833)
([100, 'mae', None, 2, False, 10], 0.0057690359231968294)
([100, 'mae', None, 2, False, 50], 0.014011996370374568)
([100, 'mae', None, 10, True, 1], 0.0017717513819372696)
([100, 'mae', None, 10, True, 10], 0.0049257866252070308)
([100, 'mae', None, 10, True, 50], 0.019255092003168901)
([100, 'mae', None, 10, False, 1], 0.0014787818616460373)
([100, 'mae', None, 10, False, 10], 0.0057817143074663756)
([100, 'mae', None, 10, False, 50], 0.014011996370374568)
([100, 'mae', None, 50, True, 1], 0.0077227994658072945)
([100, 'mae', None, 50, True, 10], 0.0078418679500211735)
([100, 'mae', None, 50, True, 50], 0.018952150029047016)
([100, 'mae', None, 50, False, 1], 0.0090188073124556796)
([100, 'mae', None, 50, False, 10], 0.0090168284829632364)
([100, 'mae', None, 50, False, 50], 0.014011996370374568)
simple_somatic_mutations
([10, 'mse', 10, 2, True, 1], 0.0018790114621552042)
([10, 'mse', 10, 2, True, 10], 0.0044569977998107453)
([10, 'mse', 10, 2, True, 50], 0.017232728126105643)
([10, 'mse', 10, 2, False, 1], 0.0014436807141123302)
([10, 'mse', 10, 2, False, 10], 0.003943717968105157)
([10, 'mse', 10, 2, False, 50], 0.016197018806012736)
([10, 'mse', 10, 10, True, 1], 0.0018237271815612251)
([10, 'mse', 10, 10, True, 10], 0.0041091102664390505)
([10, 'mse', 10, 10, True, 50], 0.018994513812820545)
([10, 'mse', 10, 10, False, 1], 0.0017821282403672439)
([10, 'mse', 10, 10, False, 10], 0.0039439378642901705)
([10, 'mse', 10, 10, False, 50], 0.016197018806012715)
([10, 'mse', 10, 50, True, 1], 0.0086235492465786961)
([10, 'mse', 10, 50, True, 10], 0.0091449052031597287)
([10, 'mse', 10, 50, True, 50], 0.018126933003909069)
([10, 'mse', 10, 50, False, 1], 0.0092861244988656291)
([10, 'mse', 10, 50, False, 10], 0.0092526686504719093)
([10, 'mse', 10, 50, False, 50], 0.016197018806012722)
([10, 'mse', 20, 2, True, 1], 0.0016144965986915672)
([10, 'mse', 20, 2, True, 10], 0.0044181245333221033)
([10, 'mse', 20, 2, True, 50], 0.017370463255195909)
([10, 'mse', 20, 2, False, 1], 0.001605535665107466)
([10, 'mse', 20, 2, False, 10], 0.0039443776566602052)
([10, 'mse', 20, 2, False, 50], 0.016197018806012722)
([10, 'mse', 20, 10, True, 1], 0.0015454199154675006)
([10, 'mse', 20, 10, True, 10], 0.0045998587535097035)
([10, 'mse', 20, 10, True, 50], 0.017860396613689596)
([10, 'mse', 20, 10, False, 1], 0.001782128240367243)
([10, 'mse', 20, 10, False, 10], 0.0039434980719201245)
([10, 'mse', 20, 10, False, 50], 0.016197018806012715)
([10, 'mse', 20, 50, True, 1], 0.0091498092365664696)
([10, 'mse', 20, 50, True, 10], 0.0088243015693914156)
([10, 'mse', 20, 50, True, 50], 0.018492948076697983)
([10, 'mse', 20, 50, False, 1], 0.0092861244988656413)
([10, 'mse', 20, 50, False, 10], 0.0092526686504719059)
([10, 'mse', 20, 50, False, 50], 0.016197018806012733)
([10, 'mse', None, 2, True, 1], 0.0015161806997028701)
([10, 'mse', None, 2, True, 10], 0.0041245248354937931)
([10, 'mse', None, 2, True, 50], 0.018235350964049109)
([10, 'mse', None, 2, False, 1], 0.0013868823990599982)
([10, 'mse', None, 2, False, 10], 0.0039434980719201262)
([10, 'mse', None, 2, False, 50], 0.016197018806012733)
([10, 'mse', None, 10, True, 1], 0.0018270486319248915)
([10, 'mse', None, 10, True, 10], 0.0042538329068332985)
([10, 'mse', None, 10, True, 50], 0.016901632203713147)
([10, 'mse', None, 10, False, 1], 0.0017821282403672439)
([10, 'mse', None, 10, False, 10], 0.0039437179681051752)
([10, 'mse', None, 10, False, 50], 0.016197018806012719)
([10, 'mse', None, 50, True, 1], 0.00923368027092282)
([10, 'mse', None, 50, True, 10], 0.0079929773655601985)
([10, 'mse', None, 50, True, 50], 0.01920393083299566)
([10, 'mse', None, 50, False, 1], 0.0092861244988656291)
([10, 'mse', None, 50, False, 10], 0.0092526686504719267)
([10, 'mse', None, 50, False, 50], 0.016197018806012733)
([10, 'mae', 10, 2, True, 1], 0.0013420177294544272)
([10, 'mae', 10, 2, True, 10], 0.0051287192423581877)
([10, 'mae', 10, 2, True, 50], 0.018853165447727992)
([10, 'mae', 10, 2, False, 1], 0.0013309193599562567)
([10, 'mae', 10, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 2, False, 50], 0.014011996370374194)
([10, 'mae', 10, 10, True, 1], 0.0018915982606250842)
([10, 'mae', 10, 10, True, 10], 0.0048272118036969064)
([10, 'mae', 10, 10, True, 50], 0.018696687766356409)
([10, 'mae', 10, 10, False, 1], 0.0015280387301666654)
([10, 'mae', 10, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 10, False, 50], 0.014011996370374194)
([10, 'mae', 10, 50, True, 1], 0.0081396739028043903)
([10, 'mae', 10, 50, True, 10], 0.0079640809215604427)
([10, 'mae', 10, 50, True, 50], 0.020143389295575798)
([10, 'mae', 10, 50, False, 1], 0.00901170680662957)
([10, 'mae', 10, 50, False, 10], 0.00901170680662957)
([10, 'mae', 10, 50, False, 50], 0.014011996370374194)
([10, 'mae', 20, 2, True, 1], 0.0014634406379309438)
([10, 'mae', 20, 2, True, 10], 0.0049640412349778677)
([10, 'mae', 20, 2, True, 50], 0.020785283473409487)
([10, 'mae', 20, 2, False, 1], 0.001442582744048981)
([10, 'mae', 20, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 2, False, 50], 0.014011996370374194)
([10, 'mae', 20, 10, True, 1], 0.0015153468107443253)
([10, 'mae', 20, 10, True, 10], 0.0052151285223188543)
([10, 'mae', 20, 10, True, 50], 0.0188202376887147)
([10, 'mae', 20, 10, False, 1], 0.0015087812914317878)
([10, 'mae', 20, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 10, False, 50], 0.014011996370374194)
([10, 'mae', 20, 50, True, 1], 0.0081210106672805673)
([10, 'mae', 20, 50, True, 10], 0.0080940911265526896)
([10, 'mae', 20, 50, True, 50], 0.019867482598239745)
([10, 'mae', 20, 50, False, 1], 0.00901170680662957)
([10, 'mae', 20, 50, False, 10], 0.00901170680662957)
([10, 'mae', 20, 50, False, 50], 0.014011996370374194)
([10, 'mae', None, 2, True, 1], 0.001642187562195389)
([10, 'mae', None, 2, True, 10], 0.0051035414242798149)
([10, 'mae', None, 2, True, 50], 0.018819710090080311)
([10, 'mae', None, 2, False, 1], 0.0012704440546496426)
([10, 'mae', None, 2, False, 10], 0.0057343129296145807)
([10, 'mae', None, 2, False, 50], 0.014011996370374194)
([10, 'mae', None, 10, True, 1], 0.0019378455160177226)
([10, 'mae', None, 10, True, 10], 0.0054854427618680783)
([10, 'mae', None, 10, True, 50], 0.019785802852688168)
([10, 'mae', None, 10, False, 1], 0.0015250813277043718)
([10, 'mae', None, 10, False, 10], 0.0057343129296145807)
([10, 'mae', None, 10, False, 50], 0.014011996370374194)
([10, 'mae', None, 50, True, 1], 0.0084819058253213283)
([10, 'mae', None, 50, True, 10], 0.0088870935628364272)
([10, 'mae', None, 50, True, 50], 0.018502835410143768)
([10, 'mae', None, 50, False, 1], 0.00901170680662957)
([10, 'mae', None, 50, False, 10], 0.00901170680662957)
([10, 'mae', None, 50, False, 50], 0.014011996370374194)
([50, 'mse', 10, 2, True, 1], 0.0015849706283206509)
([50, 'mse', 10, 2, True, 10], 0.0039993942226673454)
([50, 'mse', 10, 2, True, 50], 0.017963272310439385)
([50, 'mse', 10, 2, False, 1], 0.0014608018070532854)
([50, 'mse', 10, 2, False, 10], 0.0039434980719202277)
([50, 'mse', 10, 2, False, 50], 0.016197018806012736)
([50, 'mse', 10, 10, True, 1], 0.0014892034306599293)
([50, 'mse', 10, 10, True, 10], 0.0039656697780732645)
([50, 'mse', 10, 10, True, 50], 0.017753652225758827)
([50, 'mse', 10, 10, False, 1], 0.0017821282403674818)
([50, 'mse', 10, 10, False, 10], 0.0039436739888682442)
([50, 'mse', 10, 10, False, 50], 0.016197018806012722)
([50, 'mse', 10, 50, True, 1], 0.0083285079457725598)
([50, 'mse', 10, 50, True, 10], 0.0085240144120186465)
([50, 'mse', 10, 50, True, 50], 0.018565613329687536)
([50, 'mse', 10, 50, False, 1], 0.0092861244988657349)
([50, 'mse', 10, 50, False, 10], 0.0092526686504719995)
([50, 'mse', 10, 50, False, 50], 0.016197018806012743)
([50, 'mse', 20, 2, True, 1], 0.0014902524844503324)
([50, 'mse', 20, 2, True, 10], 0.004100561923347461)
([50, 'mse', 20, 2, True, 50], 0.01834651737141332)
([50, 'mse', 20, 2, False, 1], 0.0014642693407359488)
([50, 'mse', 20, 2, False, 10], 0.0039439818435272819)
([50, 'mse', 20, 2, False, 50], 0.016197018806012733)
([50, 'mse', 20, 10, True, 1], 0.0015414600729183061)
([50, 'mse', 20, 10, True, 10], 0.0043168512289038811)
([50, 'mse', 20, 10, True, 50], 0.018239892586510393)
([50, 'mse', 20, 10, False, 1], 0.0017821282403674818)
([50, 'mse', 20, 10, False, 10], 0.0039438059265792637)
([50, 'mse', 20, 10, False, 50], 0.016197018806012733)
([50, 'mse', 20, 50, True, 1], 0.0088573467511812026)
([50, 'mse', 20, 50, True, 10], 0.0084436790130109057)
([50, 'mse', 20, 50, True, 50], 0.018302218196715622)
([50, 'mse', 20, 50, False, 1], 0.0092861244988657402)
([50, 'mse', 20, 50, False, 10], 0.0092526686504719909)
([50, 'mse', 20, 50, False, 50], 0.016197018806012736)
([50, 'mse', None, 2, True, 1], 0.001407727668830232)
([50, 'mse', None, 2, True, 10], 0.0044611950040078611)
([50, 'mse', None, 2, True, 50], 0.018139347204587337)
([50, 'mse', None, 2, False, 1], 0.0015129091093098223)
([50, 'mse', None, 2, False, 10], 0.0039436739888682468)
([50, 'mse', None, 2, False, 50], 0.016197018806012736)
([50, 'mse', None, 10, True, 1], 0.001537384627363391)
([50, 'mse', None, 10, True, 10], 0.0040202249788141532)
([50, 'mse', None, 10, True, 50], 0.018640248531920596)
([50, 'mse', None, 10, False, 1], 0.0017821282403674818)
([50, 'mse', None, 10, False, 10], 0.0039438938850532654)
([50, 'mse', None, 10, False, 50], 0.016197018806012729)
([50, 'mse', None, 50, True, 1], 0.0087696373127905923)
([50, 'mse', None, 50, True, 10], 0.0083336129627404297)
([50, 'mse', None, 50, True, 50], 0.017523421680206468)
([50, 'mse', None, 50, False, 1], 0.0092861244988657436)
([50, 'mse', None, 50, False, 10], 0.0092526686504719961)
([50, 'mse', None, 50, False, 50], 0.016197018806012733)
([50, 'mae', 10, 2, True, 1], 0.0015362755606290949)
([50, 'mae', 10, 2, True, 10], 0.0049516632626236236)
([50, 'mae', 10, 2, True, 50], 0.018625444866297046)
([50, 'mae', 10, 2, False, 1], 0.0013397709131879336)
([50, 'mae', 10, 2, False, 10], 0.005734312929614821)
([50, 'mae', 10, 2, False, 50], 0.014011996370374275)
([50, 'mae', 10, 10, True, 1], 0.0018127070731479484)
([50, 'mae', 10, 10, True, 10], 0.0051678213425459096)
([50, 'mae', 10, 10, True, 50], 0.01879074412998091)
([50, 'mae', 10, 10, False, 1], 0.0015309961326292918)
([50, 'mae', 10, 10, False, 10], 0.005734312929614821)
([50, 'mae', 10, 10, False, 50], 0.014011996370374275)
([50, 'mae', 10, 50, True, 1], 0.0076957677771165561)
([50, 'mae', 10, 50, True, 10], 0.0077289663029597305)
([50, 'mae', 10, 50, True, 50], 0.018219674536527761)
([50, 'mae', 10, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 10, 50, False, 50], 0.014011996370374275)
([50, 'mae', 20, 2, True, 1], 0.0014290828617977635)
([50, 'mae', 20, 2, True, 10], 0.0047595431725562755)
([50, 'mae', 20, 2, True, 50], 0.019473274456291875)
([50, 'mae', 20, 2, False, 1], 0.0012947934923075275)
([50, 'mae', 20, 2, False, 10], 0.005734312929614821)
([50, 'mae', 20, 2, False, 50], 0.014011996370374275)
([50, 'mae', 20, 10, True, 1], 0.0016799282156358371)
([50, 'mae', 20, 10, True, 10], 0.0048428079613203187)
([50, 'mae', 20, 10, True, 50], 0.018362359047213488)
([50, 'mae', 20, 10, False, 1], 0.0015392905886157042)
([50, 'mae', 20, 10, False, 10], 0.005734312929614821)
([50, 'mae', 20, 10, False, 50], 0.014011996370374275)
([50, 'mae', 20, 50, True, 1], 0.0079339567548826744)
([50, 'mae', 20, 50, True, 10], 0.0076982702708119884)
([50, 'mae', 20, 50, True, 50], 0.01856751428930048)
([50, 'mae', 20, 50, False, 1], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 10], 0.0090117068066296671)
([50, 'mae', 20, 50, False, 50], 0.014011996370374275)
([50, 'mae', None, 2, True, 1], 0.0015997247790355443)
([50, 'mae', None, 2, True, 10], 0.004960292958873359)
([50, 'mae', None, 2, True, 50], 0.01843063761623602)
([50, 'mae', None, 2, False, 1], 0.0013865579579060443)
([50, 'mae', None, 2, False, 10], 0.005734312929614821)
([50, 'mae', None, 2, False, 50], 0.014011996370374275)
([50, 'mae', None, 10, True, 1], 0.0018047066474636132)
([50, 'mae', None, 10, True, 10], 0.0047955561747376526)
([50, 'mae', None, 10, True, 50], 0.018428245321285619)
([50, 'mae', None, 10, False, 1], 0.0015126327791790974)
([50, 'mae', None, 10, False, 10], 0.005734312929614821)
([50, 'mae', None, 10, False, 50], 0.014011996370374275)
([50, 'mae', None, 50, True, 1], 0.0077865292118017649)
([50, 'mae', None, 50, True, 10], 0.0078275807063752333)
([50, 'mae', None, 50, True, 50], 0.019406471922123563)
([50, 'mae', None, 50, False, 1], 0.0090117068066296671)
([50, 'mae', None, 50, False, 10], 0.0090117068066296671)
([50, 'mae', None, 50, False, 50], 0.014011996370374275)
([100, 'mse', 10, 2, True, 1], 0.001485529982641585)
([100, 'mse', 10, 2, True, 10], 0.0040541703036948689)
([100, 'mse', 10, 2, True, 50], 0.018907437245011812)
([100, 'mse', 10, 2, False, 1], 0.0014846624983808469)
([100, 'mse', 10, 2, False, 10], 0.0039436080200128537)
([100, 'mse', 10, 2, False, 50], 0.016197018806012785)
([100, 'mse', 10, 10, True, 1], 0.0015128526422446039)
([100, 'mse', 10, 10, True, 10], 0.004317708275766519)
([100, 'mse', 10, 10, True, 50], 0.018204339598306172)
([100, 'mse', 10, 10, False, 1], 0.0017821282403677899)
([100, 'mse', 10, 10, False, 10], 0.0039435860303943535)
([100, 'mse', 10, 10, False, 50], 0.016197018806012781)
([100, 'mse', 10, 50, True, 1], 0.0087369954058314023)
([100, 'mse', 10, 50, True, 10], 0.0083947004138189112)
([100, 'mse', 10, 50, True, 50], 0.017887735389443511)
([100, 'mse', 10, 50, False, 1], 0.0092861244988656864)
([100, 'mse', 10, 50, False, 10], 0.0092526686504718902)
([100, 'mse', 10, 50, False, 50], 0.016197018806012781)
([100, 'mse', 20, 2, True, 1], 0.0015656937013705787)
([100, 'mse', 20, 2, True, 10], 0.0040379278320688376)
([100, 'mse', 20, 2, True, 50], 0.018313873831329666)
([100, 'mse', 20, 2, False, 1], 0.0015064948046592764)
([100, 'mse', 20, 2, False, 10], 0.003943915874671888)
([100, 'mse', 20, 2, False, 50], 0.016197018806012781)
([100, 'mse', 20, 10, True, 1], 0.0015722102690003917)
([100, 'mse', 20, 10, True, 10], 0.004124224307752433)
([100, 'mse', 20, 10, True, 50], 0.017943899254125557)
([100, 'mse', 20, 10, False, 1], 0.0017821282403677899)
([100, 'mse', 20, 10, False, 10], 0.0039436519992498611)
([100, 'mse', 20, 10, False, 50], 0.016197018806012781)
([100, 'mse', 20, 50, True, 1], 0.0085745236008037042)
([100, 'mse', 20, 50, True, 10], 0.008884161465836567)
([100, 'mse', 20, 50, True, 50], 0.018274980902190912)
([100, 'mse', 20, 50, False, 1], 0.0092861244988656864)
([100, 'mse', 20, 50, False, 10], 0.0092526686504718937)
([100, 'mse', 20, 50, False, 50], 0.016197018806012781)
([100, 'mse', None, 2, True, 1], 0.001573529590755628)
([100, 'mse', None, 2, True, 10], 0.0040788429581053321)
([100, 'mse', None, 2, True, 50], 0.0181854644961605)
([100, 'mse', None, 2, False, 1], 0.0015188399908108545)
([100, 'mse', None, 2, False, 10], 0.0039435200615388433)
([100, 'mse', None, 2, False, 50], 0.016197018806012781)
([100, 'mse', None, 10, True, 1], 0.0015966155491034045)
([100, 'mse', None, 10, True, 10], 0.0039387220981630883)
([100, 'mse', None, 10, True, 50], 0.018421388751070068)
([100, 'mse', None, 10, False, 1], 0.0017821282403677899)
([100, 'mse', None, 10, False, 10], 0.0039437619473423682)
([100, 'mse', None, 10, False, 50], 0.016197018806012781)
([100, 'mse', None, 50, True, 1], 0.0086417064563782606)
([100, 'mse', None, 50, True, 10], 0.0088939251233219139)
([100, 'mse', None, 50, True, 50], 0.01804833928901433)
([100, 'mse', None, 50, False, 1], 0.0092861244988656864)
([100, 'mse', None, 50, False, 10], 0.0092526686504718902)
([100, 'mse', None, 50, False, 50], 0.016197018806012781)
([100, 'mae', 10, 2, True, 1], 0.0014741775852009332)
([100, 'mae', 10, 2, True, 10], 0.0049155031328445868)
([100, 'mae', 10, 2, True, 50], 0.018875999439769628)
([100, 'mae', 10, 2, False, 1], 0.001411861752068594)
([100, 'mae', 10, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 2, False, 50], 0.014011996370374568)
([100, 'mae', 10, 10, True, 1], 0.0018618196444724203)
([100, 'mae', 10, 10, True, 10], 0.0048499449373071825)
([100, 'mae', 10, 10, True, 50], 0.019188534922790601)
([100, 'mae', 10, 10, False, 1], 0.0015337368783167986)
([100, 'mae', 10, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 10, 10, False, 50], 0.014011996370374568)
([100, 'mae', 10, 50, True, 1], 0.007721488225131903)
([100, 'mae', 10, 50, True, 10], 0.0076739934657265941)
([100, 'mae', 10, 50, True, 50], 0.019098687291926677)
([100, 'mae', 10, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 10, 50, False, 50], 0.014011996370374568)
([100, 'mae', 20, 2, True, 1], 0.0015023473772693373)
([100, 'mae', 20, 2, True, 10], 0.0048861067096648177)
([100, 'mae', 20, 2, True, 50], 0.01841117709191243)
([100, 'mae', 20, 2, False, 1], 0.001384277120694753)
([100, 'mae', 20, 2, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 2, False, 50], 0.014011996370374568)
([100, 'mae', 20, 10, True, 1], 0.0016647483440944692)
([100, 'mae', 20, 10, True, 10], 0.0049154449805738718)
([100, 'mae', 20, 10, True, 50], 0.018952085685460609)
([100, 'mae', 20, 10, False, 1], 0.0015262574241440214)
([100, 'mae', 20, 10, False, 10], 0.0057343129296150803)
([100, 'mae', 20, 10, False, 50], 0.014011996370374568)
([100, 'mae', 20, 50, True, 1], 0.0077650623746360935)
([100, 'mae', 20, 50, True, 10], 0.0077737627772852232)
([100, 'mae', 20, 50, True, 50], 0.018672201476000738)
([100, 'mae', 20, 50, False, 1], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 10], 0.0090117068066298787)
([100, 'mae', 20, 50, False, 50], 0.014011996370374568)
([100, 'mae', None, 2, True, 1], 0.0014912183611323607)
([100, 'mae', None, 2, True, 10], 0.0047511078041095898)
([100, 'mae', None, 2, True, 50], 0.018708894528892791)
([100, 'mae', None, 2, False, 1], 0.0013324764984274744)
([100, 'mae', None, 2, False, 10], 0.0057343129296150803)
([100, 'mae', None, 2, False, 50], 0.014011996370374568)
([100, 'mae', None, 10, True, 1], 0.0018448298479494414)
([100, 'mae', None, 10, True, 10], 0.0047972934179271922)
([100, 'mae', None, 10, True, 50], 0.019038103817998957)
([100, 'mae', None, 10, False, 1], 0.0015391392862199817)
([100, 'mae', None, 10, False, 10], 0.0057343129296150803)
([100, 'mae', None, 10, False, 50], 0.014011996370374568)
([100, 'mae', None, 50, True, 1], 0.0078135332723070616)
([100, 'mae', None, 50, True, 10], 0.0076809759069228411)
([100, 'mae', None, 50, True, 50], 0.018826511177198087)
([100, 'mae', None, 50, False, 1], 0.0090117068066298787)
([100, 'mae', None, 50, False, 10], 0.0090117068066298787)
([100, 'mae', None, 50, False, 50], 0.014011996370374568)
genes_with_simple_somatic_mutations
([10, 'mse', 10, 2, True, 1], 0.0015168116125110884)
([10, 'mse', 10, 2, True, 10], 0.0044872776797017615)
([10, 'mse', 10, 2, True, 50], 0.018173904728474053)
([10, 'mse', 10, 2, False, 1], 0.0015526871796178086)
([10, 'mse', 10, 2, False, 10], 0.0039432781757351154)
([10, 'mse', 10, 2, False, 50], 0.016197018806012722)
([10, 'mse', 10, 10, True, 1], 0.0017770981548067902)
([10, 'mse', 10, 10, True, 10], 0.0043027650437118727)
([10, 'mse', 10, 10, True, 50], 0.018987050398467622)
([10, 'mse', 10, 10, False, 1], 0.001782128240367243)
([10, 'mse', 10, 10, False, 10], 0.0039439378642901722)
([10, 'mse', 10, 10, False, 50], 0.016197018806012733)
([10, 'mse', 10, 50, True, 1], 0.0081513302678072816)
([10, 'mse', 10, 50, True, 10], 0.0081534233320361398)
([10, 'mse', 10, 50, True, 50], 0.020056315357784481)
([10, 'mse', 10, 50, False, 1], 0.0092861244988656291)
([10, 'mse', 10, 50, False, 10], 0.0092526686504719145)
([10, 'mse', 10, 50, False, 50], 0.016197018806012719)
([10, 'mse', 20, 2, True, 1], 0.0013539062294854627)
([10, 'mse', 20, 2, True, 10], 0.0039769229621195393)
([10, 'mse', 20, 2, True, 50], 0.018311408928675041)
([10, 'mse', 20, 2, False, 1], 0.0014422607270002958)
([10, 'mse', 20, 2, False, 10], 0.0039437179681051466)
([10, 'mse', 20, 2, False, 50], 0.016197018806012726)
([10, 'mse', 20, 10, True, 1], 0.0015474382910768286)
([10, 'mse', 20, 10, True, 10], 0.0043942718462062057)
([10, 'mse', 20, 10, True, 50], 0.018157090028553986)
([10, 'mse', 20, 10, False, 1], 0.001782128240367242)
([10, 'mse', 20, 10, False, 10], 0.0039437179681051527)
([10, 'mse', 20, 10, False, 50], 0.016197018806012726)
([10, 'mse', 20, 50, True, 1], 0.009150037608295877)
([10, 'mse', 20, 50, True, 10], 0.0083105754381915149)
([10, 'mse', 20, 50, True, 50], 0.018516731185701747)
([10, 'mse', 20, 50, False, 1], 0.0092861244988656222)
([10, 'mse', 20, 50, False, 10], 0.0092526686504719145)
([10, 'mse', 20, 50, False, 50], 0.016197018806012736)
([10, 'mse', None, 2, True, 1], 0.0016116849460817038)
([10, 'mse', None, 2, True, 10], 0.0049129263670611061)
([10, 'mse', None, 2, True, 50], 0.018832573323472841)
([10, 'mse', None, 2, False, 1], 0.0014988681558285645)
([10, 'mse', None, 2, False, 10], 0.0039432781757351171)
([10, 'mse', None, 2, False, 50], 0.016197018806012726)
([10, 'mse', None, 10, True, 1], 0.0016159255881763198)
([10, 'mse', None, 10, True, 10], 0.0039702119160815088)
([10, 'mse', None, 10, True, 50], 0.017493280186330486)
([10, 'mse', None, 10, False, 1], 0.0017821282403672439)
([10, 'mse', None, 10, False, 10], 0.0039437179681051397)
([10, 'mse', None, 10, False, 50], 0.016197018806012736)
([10, 'mse', None, 50, True, 1], 0.0086613523688819517)
([10, 'mse', None, 50, True, 10], 0.0090072844708462083)
([10, 'mse', None, 50, True, 50], 0.01700846940017238)
([10, 'mse', None, 50, False, 1], 0.0092861244988656291)
([10, 'mse', None, 50, False, 10], 0.0092526686504719024)
([10, 'mse', None, 50, False, 50], 0.016197018806012715)
([10, 'mae', 10, 2, True, 1], 0.0013711123324137387)
([10, 'mae', 10, 2, True, 10], 0.0047341063867050092)
([10, 'mae', 10, 2, True, 50], 0.018895438531273248)
([10, 'mae', 10, 2, False, 1], 0.0013722328648356748)
([10, 'mae', 10, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 2, False, 50], 0.014011996370374194)
([10, 'mae', 10, 10, True, 1], 0.0020892714493503102)
([10, 'mae', 10, 10, True, 10], 0.0051678000574864932)
([10, 'mae', 10, 10, True, 50], 0.018564689491887849)
([10, 'mae', 10, 10, False, 1], 0.0015421035532275438)
([10, 'mae', 10, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 10, 10, False, 50], 0.014011996370374194)
([10, 'mae', 10, 50, True, 1], 0.0086259961826686046)
([10, 'mae', 10, 50, True, 10], 0.0081380970681964315)
([10, 'mae', 10, 50, True, 50], 0.020225735902454075)
([10, 'mae', 10, 50, False, 1], 0.00901170680662957)
([10, 'mae', 10, 50, False, 10], 0.00901170680662957)
([10, 'mae', 10, 50, False, 50], 0.014011996370374194)
([10, 'mae', 20, 2, True, 1], 0.0015910272249224128)
([10, 'mae', 20, 2, True, 10], 0.0052451488174695598)
([10, 'mae', 20, 2, True, 50], 0.01922464433914858)
([10, 'mae', 20, 2, False, 1], 0.0014661161308262983)
([10, 'mae', 20, 2, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 2, False, 50], 0.014011996370374194)
([10, 'mae', 20, 10, True, 1], 0.0014843977055385665)
([10, 'mae', 20, 10, True, 10], 0.0048325932862428216)
([10, 'mae', 20, 10, True, 50], 0.020934937459357175)
([10, 'mae', 20, 10, False, 1], 0.0015095034806823779)
([10, 'mae', 20, 10, False, 10], 0.0057343129296145807)
([10, 'mae', 20, 10, False, 50], 0.014011996370374194)
([10, 'mae', 20, 50, True, 1], 0.0083376126516084455)
([10, 'mae', 20, 50, True, 10], 0.0081907341467756557)
([10, 'mae', 20, 50, True, 50], 0.019024503102181511)
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