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all sigs
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rkansal47 committed Apr 9, 2024
1 parent 26e129a commit 20cedf3
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Showing 79 changed files with 1,813 additions and 2 deletions.
3 changes: 1 addition & 2 deletions src/HHbbVV/postprocessing/postprocessing.py
Original file line number Diff line number Diff line change
Expand Up @@ -1304,7 +1304,7 @@ def load_bdt_preds(
year: str,
bdt_preds_dir: Path,
jec_jmsr_shifts: bool = False,
all_outs: bool = True,
all_outs: bool = False,
):
"""
Loads the BDT scores for each event and saves in the dataframe in the "BDTScore" column.
Expand Down Expand Up @@ -2148,7 +2148,6 @@ def parse_args():
)

add_bool_arg(parser, "read-sig-samples", "read signal samples from directory", default=False)

add_bool_arg(parser, "data", "include data", default=True)
add_bool_arg(parser, "hem-cleaning", "perform hem cleaning for 2018", default=False)
add_bool_arg(parser, "HEM2d", "fatjet phi v eta plots to check HEM cleaning", default=False)
Expand Down
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Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
,Pre-selection,QCD SF,LP SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9
HHbbVV,0.9147081031687907,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515
ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.2299036391879109,0.2295289421882006,0.2280924478485079
ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.3063302486063932,0.30550315963569236,0.30391351000104144
ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.39586526060371247,0.39514188691284224,0.39256694301449424
VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.00579761879633008,0.0057790354556334165,0.0057248101820241174
qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,2.4426924669829826,2.43781489891332,2.4243925435159057
qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,4.13073889572393,4.120987792038875,4.10015685148764
qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00846784274434387,0.008440107570873445,0.008373264656125586
qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,2.1892512907726895,2.1837678445588895,2.1717354106435
qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.014190872302543785,0.01416197212352274,0.014112105993637325
QCD,717986.216814939,956785.8146709627,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328
TT,63126.80979180276,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165
ST,5417.824558008516,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233
W+Jets,9487.889178263631,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657
Z+Jets,12055.822300436781,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595
Diboson,544.751536187187,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806
ggFHbb,120.74204174793252,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346
VBFHbb,32.24173303425971,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152
ZHbb,32.70020301080715,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582
WHbb,56.014320595270185,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836
ggZHbb,4.8805631912185055,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615
ttHbb,156.94119216557863,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333
HWW,80.56791059341468,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231
Data,1047903.0,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
,Pre-selection,QCD SF,LP SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300
HHbbVV,0.9147081031687907,0.9147081031687907,0.9147081031687907,0.9086202562710456,0.9032729107620694,0.30136641526403185,0.30073459927557006,0.29863254586291754,,
ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6688447704532685,0.6650215844188102,0.6616978818114161,0.2299215770147511,0.2295468800150408,0.22811058948062643,,
ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6956895087373941,0.6920552540546806,0.6889646563286256,0.3060371693804962,0.30521008040979536,0.30362043077514445,,
ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1944766869755938,1.1860618192897887,1.1784620440607205,0.395068883543628,0.39434550985275774,0.3918356130348024,,
VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017115373482989717,0.017030649078712407,0.016911806406707055,0.005799982669244992,0.005778877997696238,0.00572465272408694,,
qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.060969753010587,9.043185519276458,9.02815771027725,2.442574423607405,2.437696855537743,2.424358564304257,,
qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.269096111629358,15.23819151213184,15.21085147798668,4.130793913429084,4.12104280974403,4.100149537665231,,
qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.0173959132140592,0.01731116970053962,0.01721529909865581,0.008463374900600396,0.008435639727129969,0.008371134586267433,,
qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.138882127595444,8.124193038879898,8.112651573642607,2.1889068742669315,2.183430839763076,2.171398405847687,,
qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.04617824244896124,0.04594810143671735,0.04559847624848856,0.014189296739562046,0.014160396560541001,0.014110530430655587,,
QCD,717986.216814939,956785.8146709627,956785.8146709627,948364.0361544128,941611.8267485962,754496.0620880035,752936.7646611074,750077.8617081649,,
TT,63126.80979180276,63126.80979180276,63126.80979180276,62673.79614323329,62216.48155564703,49469.34874682441,44281.27331024803,39123.833732942854,,
ST,5417.824558008516,5417.824558008516,5417.824558008516,5377.353115354821,5346.142315388623,4331.322795140036,3966.3474558289413,3560.351662865544,,
W+Jets,9487.889178263631,9487.889178263631,9487.889178263631,9420.543436555281,9370.593747378542,7830.22486542637,7809.937114355349,7785.400628667634,,
Z+Jets,12055.822300436781,12055.822300436781,12055.822300436781,11963.681352389223,11895.51750751837,6787.97110352534,6771.117645697598,6732.151861603023,,
Diboson,544.751536187187,544.751536187187,544.751536187187,541.5333279703598,539.5308044193844,336.208740931941,320.29880578778756,303.6720365276853,,
ggFHbb,120.74204174793252,120.74204174793252,120.74204174793252,120.07126024952862,119.40043805803371,39.08114940009345,39.05971223921196,38.87047247405131,,
VBFHbb,32.24173303425971,32.24173303425971,32.24173303425971,32.09098572075379,31.915490654706662,9.839370046175077,9.820823052822242,9.722680760688572,,
ZHbb,32.70020301080715,32.70020301080715,32.70020301080715,32.51229709989521,32.39048595448399,9.917885138845206,9.885909146407617,9.796702680853667,,
WHbb,56.014320595270185,56.014320595270185,56.014320595270185,55.68961912767411,55.51113359847001,19.10746601933774,19.063102150054632,18.916180406448333,,
ggZHbb,4.8805631912185055,4.8805631912185055,4.8805631912185055,4.850277343583236,4.823413122979026,1.925879544563995,1.9220397666494795,1.905669229852938,,
ttHbb,156.94119216557863,156.94119216557863,156.94119216557863,155.94705721730352,154.8512284574327,96.96277123860979,85.81557467540266,74.21606240134093,,
HWW,80.56791059341468,80.56791059341468,80.56791059341468,80.06917628289587,79.44977797155293,63.490065562691505,52.68396852595001,43.51687144284523,,
Data,1047903.0,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
,Pre-selection,QCD SF,LP SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300
HHbbVV,0.9147081031687907,0.9147081031687907,0.9147081031687907,0.9087910422523933,0.9039911771807736,0.30181419690901495,0.30118238092055316,0.29909776577343905,,
ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6688447704532685,0.6648232888972543,0.6615304688795937,0.22983874093189527,0.229464043932185,0.22802458789429447,,
ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6956895087373941,0.6919837261137559,0.6895359500254084,0.30660509644133715,0.3057780074706363,0.30418835783598547,,
ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1944766869755938,1.1863320607318555,1.1793065385470574,0.39609963331825193,0.39537625962738165,0.3927919024361102,,
VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017115373482989717,0.017017363606822954,0.016929960784848687,0.005800912409835287,0.005782329069138623,0.005728103795529325,,
qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.060969753010587,9.040636795335303,9.026372449520458,2.442600216890031,2.4377226488203685,2.424321715421426,,
qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.269096111629358,15.235710988413302,15.208705941882577,4.131227301165773,4.121476197480719,4.100645256929484,,
qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.0173959132140592,0.017297188158115442,0.01721631337755096,0.00847691805438527,0.008449182880914844,0.008380206286157436,,
qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.138882127595444,8.123037690630078,8.112049494318502,2.188880801375314,2.1833973551615142,2.171395817825956,,
qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.04617824244896124,0.045925054049681675,0.04568813387406423,0.014201551410960465,0.01417265123193942,0.014122785102054006,,
QCD,717986.216814939,956785.8146709627,956785.8146709627,948644.7035294859,941689.1725997124,754715.5199723188,753134.7479301945,750251.9365345207,,
TT,63126.80979180276,63126.80979180276,63126.80979180276,62748.65359108715,62350.558550020374,49581.08106018262,44369.23332839295,39189.123306614805,,
ST,5417.824558008516,5417.824558008516,5417.824558008516,5380.019529035428,5352.781145230527,4336.103656997989,3970.877734250647,3563.181072832113,,
W+Jets,9487.889178263631,9487.889178263631,9487.889178263631,9424.098448265346,9376.427000646685,7837.1106797885595,7816.822928717539,7791.573471785453,,
Z+Jets,12055.822300436781,12055.822300436781,12055.822300436781,11970.280347915328,11907.501953889905,6792.360403864935,6775.275920925513,6736.3344008445665,,
Diboson,544.751536187187,544.751536187187,544.751536187187,541.0881926888653,539.2414054191454,335.99317001586985,320.005274959971,303.302645896943,,
ggFHbb,120.74204174793252,120.74204174793252,120.74204174793252,120.07042524743345,119.27825223478067,38.98833072689881,38.96689356601732,38.77765380085667,,
VBFHbb,32.24173303425971,32.24173303425971,32.24173303425971,32.11233185743809,31.972834248054944,9.851790818054113,9.83324382470128,9.73510153256761,,
ZHbb,32.70020301080715,32.70020301080715,32.70020301080715,32.50629199227846,32.37127325754241,9.930739682671923,9.898763690234336,9.809557224680384,,
WHbb,56.014320595270185,56.014320595270185,56.014320595270185,55.67763486575412,55.48629077310594,19.102692705898072,19.05832883661496,18.911407093008663,,
ggZHbb,4.8805631912185055,4.8805631912185055,4.8805631912185055,4.8517784616619,4.8285634978383225,1.9299360112620434,1.926057142399399,1.9095143794842424,,
ttHbb,156.94119216557863,156.94119216557863,156.94119216557863,156.03648620372667,155.10345329641785,97.15099751928513,85.95956128176189,74.32330052260997,,
HWW,80.56791059341468,80.56791059341468,80.56791059341468,80.16639644289663,79.67713590709836,63.657224321188984,52.8022508024436,43.60289736509357,,
Data,1047903.0,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
,Pre-selection,QCD SF,LP SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300
HHbbVV,0.9147081031687907,0.9147081031687907,0.9147081031687907,0.9021974589337566,0.8921274934572291,0.29705561791796636,0.29642689137626504,0.29437353650447756,,
ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6688447704532685,0.6606251851799471,0.654055669353281,0.22677336608932416,0.22640279403547958,0.22498524097615225,,
ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6956895087373941,0.6877389328223249,0.6810698404272066,0.30238891530816125,0.3015618263374604,0.30001786451469337,,
ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1944766869755938,1.176818579571213,1.1617121639970687,0.38796216995086197,0.3872387962599917,0.38481449923755306,,
VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017115373482989717,0.016919511679774117,0.016710528233663646,0.005732277356836404,0.005713694016139741,0.0056594687425304425,,
qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.060969753010587,9.022591570183286,8.993098263152001,2.43086720934544,2.426008810676389,2.4127860101235914,,
qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.269096111629358,15.199677089537838,15.145129783948754,4.1073224143626,4.097571310677545,4.076854002554098,,
qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.0173959132140592,0.01720697227181179,0.017039203791830167,0.00836543907682782,0.008337703903357394,0.008276609606428141,,
qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.138882127595444,8.1076359787108,8.084305121253376,2.1793140607739483,2.1738463597955895,2.161936336139963,,
qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.04617824244896124,0.045614762720094335,0.045084105521786697,0.013983637533200484,0.013954737354179441,0.013904871224294024,,
QCD,717986.216814939,956785.8146709627,956785.8146709627,938661.3615136005,924579.0079995885,741099.5872399932,739572.4777698454,736742.0701811812,,
TT,63126.80979180276,63126.80979180276,63126.80979180276,62281.26379618576,61419.84821786183,48827.039128703036,43710.71917983769,38629.947657615056,,
ST,5417.824558008516,5417.824558008516,5417.824558008516,5343.110583081037,5284.0364074716335,4279.58513599101,3920.5742801966826,3519.826141176559,,
W+Jets,9487.889178263631,9487.889178263631,9487.889178263631,9357.72731042376,9249.165805487482,7725.66712348136,7705.534925302555,7681.143967058058,,
Z+Jets,12055.822300436781,12055.822300436781,12055.822300436781,11862.409496423767,11728.495220567063,6691.981356684962,6675.643989547845,6637.486427045783,,
Diboson,544.751536187187,544.751536187187,544.751536187187,538.0128172568578,533.0567491419495,332.7127077180938,316.8027725739403,300.24671632987963,,
ggFHbb,120.74204174793252,120.74204174793252,120.74204174793252,119.40071843999348,117.91244552095317,38.4118699348613,38.3904327739798,38.20119300881916,,
VBFHbb,32.24173303425971,32.24173303425971,32.24173303425971,31.963053181455805,31.627848698776596,9.698761154629285,9.680214161276451,9.582071869142782,,
ZHbb,32.70020301080715,32.70020301080715,32.70020301080715,32.31418583302164,32.04157172822267,9.808835150191184,9.776859157753595,9.687652692199643,,
WHbb,56.014320595270185,56.014320595270185,56.014320595270185,55.31129788288006,54.93711011186556,18.863712978242347,18.819349108959244,18.677488367729833,,
ggZHbb,4.8805631912185055,4.8805631912185055,4.8805631912185055,4.818097766172652,4.7680686559651555,1.902902173155059,1.8991368209920378,1.8828778052970496,,
ttHbb,156.94119216557863,156.94119216557863,156.94119216557863,154.9802638394503,152.95156197255415,95.69624798737142,84.69558423256491,73.26421597631409,,
HWW,80.56791059341468,80.56791059341468,80.56791059341468,79.61251131832795,78.50954646527252,62.74209832945888,52.06892894790838,43.02795122389627,,
Data,1047903.0,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0
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