From 5c7b3afd89e8ff419bd014c6cc7020bc0b899dc5 Mon Sep 17 00:00:00 2001 From: patrickh Date: Thu, 20 May 2021 12:34:19 -0400 Subject: [PATCH] prepare for 2021 lecture 1 --- .gitignore | 1 + ebm_requirements.txt | 6 + img/cv_ranking.png | Bin 0 -> 100821 bytes img/ebm.png | Bin 0 -> 317993 bytes lecture_1_ebm_example.ipynb | 656 +++++++++++++++++++++++++++++++++++ rml_syllabus_summer_2020.pdf | Bin 314839 -> 0 bytes tex/lecture_1.bib | 28 +- tex/lecture_1.pdf | Bin 1778918 -> 2152902 bytes tex/lecture_1.tex | 197 +++++++---- tex/lecture_5.pdf | Bin 7636510 -> 7636397 bytes 10 files changed, 821 insertions(+), 67 deletions(-) create mode 100644 ebm_requirements.txt create mode 100644 img/cv_ranking.png create mode 100644 img/ebm.png create mode 100644 lecture_1_ebm_example.ipynb delete mode 100644 rml_syllabus_summer_2020.pdf diff --git a/.gitignore b/.gitignore index a132ea4..1ca8a2f 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,6 @@ env env_rml +env_ebm .idea .ipynb_checkpoints 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obtain a copy of the License at\n", + "\n", + " http://www.apache.org/licenses/LICENSE-2.0\n", + "\n", + "Unless required by applicable law or agreed to in writing, software\n", + "distributed under the License is distributed on an \"AS IS\" BASIS,\n", + "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n", + "See the License for the specific language governing permissions and\n", + "limitations under the License." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**DISCLAIMER:** This notebook is not legal compliance advice." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "***" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Lecture 1: EBM Example" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Global hyperpameters" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "SEED = 12345 # global random seed for better reproducibility" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Python imports and inits" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "from interpret import show\n", + "from interpret.glassbox import ExplainableBoostingClassifier\n", + "import numpy as np \n", + "import pandas as pd \n", + "import time " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Start global timer" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "big_tic = time.time()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Download, Explore, and Prepare UCI Credit Card Default Data\n", + "\n", + "UCI credit card default data: https://archive.ics.uci.edu/ml/datasets/default+of+credit+card+clients\n", + "\n", + "The UCI credit card default data contains demographic and payment information about credit card customers in Taiwan in the year 2005. The data set contains 23 input features: \n", + "\n", + "* **`LIMIT_BAL`**: Amount of given credit (NT dollar)\n", + "* **`SEX`**: 1 = male; 2 = female\n", + "* **`EDUCATION`**: 1 = graduate school; 2 = university; 3 = high school; 4 = others \n", + "* **`MARRIAGE`**: 1 = married; 2 = single; 3 = others\n", + "* **`AGE`**: Age in years \n", + "* **`PAY_0`, `PAY_2` - `PAY_6`**: History of past payment; `PAY_0` = the repayment status in September, 2005; `PAY_2` = the repayment status in August, 2005; ...; `PAY_6` = the repayment status in April, 2005. The measurement scale for the repayment status is: -1 = pay duly; 1 = payment delay for one month; 2 = payment delay for two months; ...; 8 = payment delay for eight months; 9 = payment delay for nine months and above. \n", + "* **`BILL_AMT1` - `BILL_AMT6`**: Amount of bill statement (NT dollar). `BILL_AMNT1` = amount of bill statement in September, 2005; `BILL_AMT2` = amount of bill statement in August, 2005; ...; `BILL_AMT6` = amount of bill statement in April, 2005. \n", + "* **`PAY_AMT1` - `PAY_AMT6`**: Amount of previous payment (NT dollar). `PAY_AMT1` = amount paid in September, 2005; `PAY_AMT2` = amount paid in August, 2005; ...; `PAY_AMT6` = amount paid in April, 2005. \n", + "\n", + "The steps below build several models to predict `DEFAULT_NEXT_MONTH` using payment, billing, and credit limit information in the UCI credit card default data." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Import data and reformat" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# import XLS file\n", + "path = 'default_of_credit_card_clients.xls'\n", + "data = pd.read_excel(path,\n", + " skiprows=1) # skip the first row of the spreadsheet\n", + "\n", + "# remove spaces from target column name \n", + "data = data.rename(columns={'default payment next month': 'DEFAULT_NEXT_MONTH'}) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Assign modeling roles\n", + "Notice that demographic features are not used as model inputs." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "y_name = DEFAULT_NEXT_MONTH\n", + "x_names = ['LIMIT_BAL', 'PAY_0', 'PAY_2', 'PAY_3', 'PAY_4', 'PAY_5', 'PAY_6', 'BILL_AMT1', 'BILL_AMT2', 'BILL_AMT3', 'BILL_AMT4', 'BILL_AMT5', 'BILL_AMT6', 'PAY_AMT1', 'PAY_AMT2', 'PAY_AMT3', 'PAY_AMT4', 'PAY_AMT5', 'PAY_AMT6']\n" + ] + } + ], + "source": [ + "# assign target and inputs for models\n", + "y_name = 'DEFAULT_NEXT_MONTH'\n", + "x_names = [name for name in data.columns if name not in [y_name, 'ID', 'SEX', 'EDUCATION', 'MARRIAGE', 'AGE']]\n", + "print('y_name =', y_name)\n", + "print('x_names =', x_names)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Display descriptive statistics" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    LIMIT_BALPAY_0PAY_2PAY_3PAY_4PAY_5PAY_6BILL_AMT1BILL_AMT2BILL_AMT3BILL_AMT4BILL_AMT5BILL_AMT6PAY_AMT1PAY_AMT2PAY_AMT3PAY_AMT4PAY_AMT5PAY_AMT6DEFAULT_NEXT_MONTH
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    mean167484.322667-0.016700-0.133767-0.166200-0.220667-0.266200-0.29110051223.33090049179.0751674.701315e+0443262.94896740311.40096738871.7604005663.5805005.921163e+035225.681504826.0768674799.3876335215.5025670.221200
    std129747.6615671.1238021.1971861.1968681.1691391.1331871.14998873635.86057671173.7687836.934939e+0464332.85613460797.15577059554.10753716563.2803542.304087e+0417606.9614715666.15974415278.30567917777.4657750.415062
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    25%50000.000000-1.000000-1.000000-1.000000-1.000000-1.000000-1.0000003558.7500002984.7500002.666250e+032326.7500001763.0000001256.0000001000.0000008.330000e+02390.00000296.000000252.500000117.7500000.000000
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    max1000000.0000008.0000008.0000008.0000008.0000008.0000008.000000964511.000000983931.0000001.664089e+06891586.000000927171.000000961664.000000873552.0000001.684259e+06896040.00000621000.000000426529.000000528666.0000001.000000
    \n", + "
    " + ], + "text/plain": [ + " LIMIT_BAL PAY_0 PAY_2 PAY_3 PAY_4 \\\n", + "count 30000.000000 30000.000000 30000.000000 30000.000000 30000.000000 \n", + "mean 167484.322667 -0.016700 -0.133767 -0.166200 -0.220667 \n", + "std 129747.661567 1.123802 1.197186 1.196868 1.169139 \n", + "min 10000.000000 -2.000000 -2.000000 -2.000000 -2.000000 \n", + "25% 50000.000000 -1.000000 -1.000000 -1.000000 -1.000000 \n", + "50% 140000.000000 0.000000 0.000000 0.000000 0.000000 \n", + "75% 240000.000000 0.000000 0.000000 0.000000 0.000000 \n", + "max 1000000.000000 8.000000 8.000000 8.000000 8.000000 \n", + "\n", + " PAY_5 PAY_6 BILL_AMT1 BILL_AMT2 BILL_AMT3 \\\n", + "count 30000.000000 30000.000000 30000.000000 30000.000000 3.000000e+04 \n", + "mean -0.266200 -0.291100 51223.330900 49179.075167 4.701315e+04 \n", + "std 1.133187 1.149988 73635.860576 71173.768783 6.934939e+04 \n", + "min -2.000000 -2.000000 -165580.000000 -69777.000000 -1.572640e+05 \n", + "25% -1.000000 -1.000000 3558.750000 2984.750000 2.666250e+03 \n", + "50% 0.000000 0.000000 22381.500000 21200.000000 2.008850e+04 \n", + "75% 0.000000 0.000000 67091.000000 64006.250000 6.016475e+04 \n", + "max 8.000000 8.000000 964511.000000 983931.000000 1.664089e+06 \n", + "\n", + " BILL_AMT4 BILL_AMT5 BILL_AMT6 PAY_AMT1 \\\n", + "count 30000.000000 30000.000000 30000.000000 30000.000000 \n", + "mean 43262.948967 40311.400967 38871.760400 5663.580500 \n", + "std 64332.856134 60797.155770 59554.107537 16563.280354 \n", + "min -170000.000000 -81334.000000 -339603.000000 0.000000 \n", + "25% 2326.750000 1763.000000 1256.000000 1000.000000 \n", + "50% 19052.000000 18104.500000 17071.000000 2100.000000 \n", + "75% 54506.000000 50190.500000 49198.250000 5006.000000 \n", + "max 891586.000000 927171.000000 961664.000000 873552.000000 \n", + "\n", + " PAY_AMT2 PAY_AMT3 PAY_AMT4 PAY_AMT5 \\\n", + "count 3.000000e+04 30000.00000 30000.000000 30000.000000 \n", + "mean 5.921163e+03 5225.68150 4826.076867 4799.387633 \n", + "std 2.304087e+04 17606.96147 15666.159744 15278.305679 \n", + "min 0.000000e+00 0.00000 0.000000 0.000000 \n", + "25% 8.330000e+02 390.00000 296.000000 252.500000 \n", + "50% 2.009000e+03 1800.00000 1500.000000 1500.000000 \n", + "75% 5.000000e+03 4505.00000 4013.250000 4031.500000 \n", + "max 1.684259e+06 896040.00000 621000.000000 426529.000000 \n", + "\n", + " PAY_AMT6 DEFAULT_NEXT_MONTH \n", + "count 30000.000000 30000.000000 \n", + "mean 5215.502567 0.221200 \n", + "std 17777.465775 0.415062 \n", + "min 0.000000 0.000000 \n", + "25% 117.750000 0.000000 \n", + "50% 1500.000000 0.000000 \n", + "75% 4000.000000 0.000000 \n", + "max 528666.000000 1.000000 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data[x_names + [y_name]].describe() " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Train Explainable Boosting Machine" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Split data into training and validation partitions" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train data rows = 20918, columns = 25\n", + "Validation data rows = 9082, columns = 25\n" + ] + } + ], + "source": [ + "split_ratio = 0.7 # 70%/30% train/test split\n", + "\n", + "# execute split\n", + "split = np.random.rand(len(data)) < split_ratio\n", + "train = data[split]\n", + "valid = data[~split]\n", + "\n", + "# summarize split\n", + "print('Train data rows = %d, columns = %d' % (train.shape[0], train.shape[1]))\n", + "print('Validation data rows = %d, columns = %d' % (valid.shape[0], valid.shape[1]))\n", + "\n", + "# convert to more standard scikit learn partitions\n", + "X_train = train[x_names]\n", + "X_valid = valid[x_names]\n", + "y_train = train[y_name]\n", + "y_valid = train[y_name]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Train EBM" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "ExplainableBoostingClassifier(feature_names=['LIMIT_BAL', 'PAY_0', 'PAY_2',\n", + " 'PAY_3', 'PAY_4', 'PAY_5', 'PAY_6',\n", + " 'BILL_AMT1', 'BILL_AMT2',\n", + " 'BILL_AMT3', 'BILL_AMT4',\n", + " 'BILL_AMT5', 'BILL_AMT6',\n", + " 'PAY_AMT1', 'PAY_AMT2', 'PAY_AMT3',\n", + " 'PAY_AMT4', 'PAY_AMT5', 'PAY_AMT6',\n", + " 'PAY_0 x PAY_2',\n", + " 'PAY_0 x BILL_AMT1',\n", + " 'PAY_0 x PAY_3',\n", + " 'PAY_0 x BILL_AMT2',\n", + " 'PAY_0 x BILL_AMT3',\n", + " 'PAY_0 x PAY_4',\n", + " 'PAY_0 x PAY_...\n", + " 'continuous', 'continuous',\n", + " 'continuous', 'continuous',\n", + " 'continuous', 'continuous',\n", + " 'continuous', 'continuous',\n", + " 'continuous', 'continuous',\n", + " 'continuous', 'continuous',\n", + " 'continuous', 'continuous',\n", + " 'continuous', 'interaction',\n", + " 'interaction', 'interaction',\n", + " 'interaction', 'interaction',\n", + " 'interaction', 'interaction',\n", + " 'interaction', 'interaction',\n", + " 'interaction'],\n", + " n_jobs=-1, random_state=12345)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ebm = ExplainableBoostingClassifier(random_state=SEED, n_jobs=-1)\n", + "ebm.fit(X_train, y_train) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Show EBM feature plots" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ebm_global = ebm.explain_global(name='EBM')\n", + "show(ebm_global)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### End global timer" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "All tasks completed in 6.08 s.\n" + ] + } + ], + "source": [ + "big_toc = time.time() - big_tic\n", + "print('All tasks completed in %.2f s.' % (big_toc))" + ] + } + ], + "metadata": { + "anaconda-cloud": {}, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/rml_syllabus_summer_2020.pdf b/rml_syllabus_summer_2020.pdf deleted file mode 100644 index 483680f26ddab73945df90644319d3c25536e4c4..0000000000000000000000000000000000000000 GIT binary patch literal 0 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\url{https://www.cs.cornell.edu/people/tj/publications/caruana_etal_04a.pdf}}} + @inproceedings{this_looks_like_that, title={{T}his {L}ooks {L}ike {T}hat: {D}eep {L}earning for {I}nterpretable {I}mage {R}ecognition}, author={Chaofan Chen and Oscar Li and Alina Barnett and Jonathan Su and Cynthia Rudin}, @@ -59,8 +77,6 @@ @article{osdt year={2019}, note={URL: \url{https://arxiv.org/pdf/1904.12847.pdf}}} - - @inproceedings{ga2m, title={Accurate {I}ntelligible {M}odels with {P}airwise {I}nteractions}, author={Lou, Yin and Caruana, Rich and Gehrke, Johannes and Hooker, Giles}, @@ -80,6 +96,14 @@ @incollection{shapley publisher={Curran Associates, Inc.}, note={URL: \url{http://papers.nips.cc/paper/7062-a-unified-approach-to-interpreting-model-predictions.pdf}}} +@inproceedings{model_cards, + title={Model {C}ards for {M}odel {R}eporting}, + author={Mitchell, Margaret and Wu, Simone and Zaldivar, Andrew and Barnes, Parker and Vasserman, Lucy and Hutchinson, Ben and Spitzer, Elena and Raji, Inioluwa Deborah and Gebru, Timnit}, + booktitle={Proceedings of the Conference on Fairness, Accountability, and Transparency}, + pages={220--229}, + year={2019}, + note={URL: \url{https://arxiv.org/pdf/1810.03993.pdf}}} + @article{slim, Author={Ustun, Berk and Rudin, Cynthia}, Journal={Machine Learning}, diff --git a/tex/lecture_1.pdf b/tex/lecture_1.pdf index fb08f41c7058c3c8f608005c7929bc0b1f784359..4366d603d3fdc86370a6519e9be4ebe98041b7a4 100644 GIT binary patch delta 645179 zcmaI-b97~0)HM#qwv&o&+qP}nc5-9eR>i5ouj={weY<<~H+t-`)>(J& zyZ@bMo;lY#983VTukt5A|p}m$AT52s{GY* zk!+!G3FxtEO_yAYZFL8{G=5_*aVn#fEcA!Rt3>(Jab%*yb~ZJEz*IMqRv-yp?QgDw8kEO0l8Agf0 zieb4v!#D|LWNf8dsOu|xWsQuv+dPEUe;7ES5AeXHGpn+Z*@{O*dtz=zdFcAgs`7cT zk)JJipS^I5g8;|LDWVJWmyvM#MFOv}E%hCnyuFwyGF}hlfsn3zV+gh@#FnHv;uIpD zE@>py_eK0$m6;XiXY?+k!Z|mtvs`ekM`_2zB<~0NTNlYWK`cHkA$lCt=0;tIxi|tgbih`P^4f+Lr1Oeu23y=Tk7YZQj%;ZURBlqe1QsSHzP|JY3r` zxBc-*%lYNpkS!Jj6HA5OBkc)vC+`g~0ZPI}9m)qLq*i?wi9-kD-WE9PA(D+k2#iB8 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