From 3352da5d61546ce285117fe68b62e910bcd3534f Mon Sep 17 00:00:00 2001 From: Nikki Hu Date: Mon, 6 May 2019 12:19:20 -0400 Subject: [PATCH] Initial commit --- .DS_Store | Bin 0 -> 6148 bytes .gitattributes | 2 + .idea/Submission.iml | 11 + .idea/dictionaries/NikkiHu.xml | 3 + .idea/inspectionProfiles/Project_Default.xml | 5 + .../inspectionProfiles/profiles_settings.xml | 6 + .idea/misc.xml | 23 + .idea/modules.xml | 8 + .idea/workspace.xml | 461 ++ Enron Submission.pdf | Bin 0 -> 347755 bytes Resources | 2 + final_project/.DS_Store | Bin 0 -> 6148 bytes final_project/__init__.py | 0 final_project/__init__.pyc | Bin 0 -> 142 bytes final_project/final_project_dataset.pkl | 6707 +++++++++++++++ .../final_project_dataset_modified.pkl | 6566 +++++++++++++++ final_project/my_classifier.pkl | 459 ++ final_project/my_dataset.pkl | 7195 +++++++++++++++++ final_project/my_feature_list.pkl | 10 + final_project/poi_id.py | 138 + final_project/poi_names.txt | 37 + final_project/tester.py | 105 + final_project/tester.pyc | Bin 0 -> 4200 bytes tools/.DS_Store | Bin 0 -> 6148 bytes tools/__init__.py | 0 tools/__init__.pyc | Bin 0 -> 134 bytes tools/enron_outliers.py | 28 + tools/feature_format.py | 127 + tools/feature_format.pyc | Bin 0 -> 3825 bytes 29 files changed, 21893 insertions(+) create mode 100644 .DS_Store create mode 100644 .gitattributes create mode 100644 .idea/Submission.iml create mode 100644 .idea/dictionaries/NikkiHu.xml create mode 100644 .idea/inspectionProfiles/Project_Default.xml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/workspace.xml create mode 100644 Enron Submission.pdf create mode 100644 Resources create mode 100644 final_project/.DS_Store create mode 100644 final_project/__init__.py create mode 100644 final_project/__init__.pyc create mode 100644 final_project/final_project_dataset.pkl create mode 100644 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patch literal 6148 zcmeH~Jr2S!425mzP>H1@V-^m;4Wg<&0T*E43hX&L&p$$qDprKhvt+--jT7}7np#A3 zem<@ulZcFPQ@L2!n>{z**++&mCkOWA81W14cNZlEfg7;MkzE(HCqgga^y>{tEnwC%0;vJ&^%eQ zLs35+`xjp>T0~wiuKbn^AdC7p=0: + new_list.append(float(data_dict[i][key])/float(data_dict[i][normalizer])) + return new_list + +### create two lists of new features +from_poi_email_fraction=dict_to_list("from_poi_to_this_person","to_messages") +to_poi_email_fraction=dict_to_list("from_this_person_to_poi","from_messages") + +### insert new features into data_dict +count=0 +for i in data_dict: + data_dict[i]["from_poi_email_fraction"]=from_poi_email_fraction[count] + data_dict[i]["to_poi_email_fraction"]=to_poi_email_fraction[count] + count +=1 + +#picked the top 10 features with SelectKbest, then tuned the features by taking away 1 feature at a time, till I get the highest accuracy +features_list = ['poi','exercised_stock_options', 'total_stock_value', 'bonus'\ + #,'salary' + #'to_poi_email_fraction'\ + #'deferred_income'\ + #'long_term_incentive'\ + #'restricted_stock'\ + #'total_payments'\ + #'shared_receipt_with_poi'\ + ] + +# picking the top 10 features +#pprint.pprint (Select_K_Best(data_dict, features_list, 10)) + +### Store to my_dataset for easy export below. +my_dataset = data_dict + +data = featureFormat(data_dict, features_list) + +### Extract features and labels from dataset for local testing +data = featureFormat(my_dataset, features_list, sort_keys = True) +labels, features = targetFeatureSplit(data) + +### Scale features +from sklearn.preprocessing import MinMaxScaler + +scaler = MinMaxScaler() +features = scaler.fit_transform(features) + +### Task 4: Try a varity of classifiers +### Please name your classifier clf for easy export below. +### Note that if you want to do PCA or other multi-stage operations, +### you'll need to use Pipelines. For more info: +### http://scikit-learn.org/stable/modules/pipeline.html + +# Provided to give you a starting point. Try a variety of classifiers. +from sklearn.cross_validation import train_test_split +features_train, features_test, labels_train, labels_test = \ + train_test_split(features, labels, test_size=0.3, random_state=42) +#Testing out Naive Bayes but decided not to use because Decision Tree offered better recall +from sklearn.naive_bayes import GaussianNB +clf1 = GaussianNB() +clf1 = clf1.fit(features_train, labels_train) +pred1 = clf1.predict(features_test) + +from tester import test_classifier +print test_classifier(clf1, my_dataset, features_list, folds = 1000) + +### Task 6: Dump your classifier, dataset, and features_list so anyone can +### check your results. You do not need to change anything below, but make sure +### that the version of poi_id.py that you submit can be run on its own and +### generates the necessary .pkl files for validating your results. + + +### Task 5: Tune your classifier to achieve better than .3 precision and recall +### using our testing script. Check the tester.py script in the final project +### folder for details on the evaluation method, especially the test_classifier +### function. Because of the small size of the dataset, the script uses +### stratified shuffle split cross validation. For more info: +### http://scikit-learn.org/stable/modules/generated/sklearn.cross_validation.StratifiedShuffleSplit.html + +# Example starting point. Try investigating other evaluation techniques! + +from sklearn.tree import DecisionTreeClassifier +from sklearn.grid_search import GridSearchCV +from sklearn.grid_search import RandomizedSearchCV +from sklearn.cross_validation import cross_val_score + +dct = DecisionTreeClassifier(criterion = 'gini', min_samples_split = 2, max_depth = None, min_samples_leaf = 1) + +param_grid = {#"criterion": ["gini", "entropy"], + #"min_samples_split": [2, 10, 20], + #"max_depth": [None, 2, 5, 10], + #"min_samples_leaf": [1, 5, 10], + "max_leaf_nodes": [None, 5, 10, 20], + } +clf = GridSearchCV(dct, param_grid, cv = 5, scoring = "recall") +clf.fit(features_train, labels_train) + + +print "Best Params: " +pprint.pprint (clf.best_params_) + +print test_classifier(clf, my_dataset, features_list, folds = 1000) + +dump_classifier_and_data(clf, my_dataset, features_list) diff --git a/final_project/poi_names.txt b/final_project/poi_names.txt new file mode 100644 index 0000000..52778d1 --- /dev/null +++ b/final_project/poi_names.txt @@ -0,0 +1,37 @@ +http://usatoday30.usatoday.com/money/industries/energy/2005-12-28-enron-participants_x.htm + +(y) Lay, Kenneth +(y) Skilling, Jeffrey +(n) Howard, Kevin +(n) Krautz, Michael +(n) Yeager, Scott +(n) Hirko, Joseph +(n) Shelby, Rex +(n) Bermingham, David +(n) Darby, Giles +(n) Mulgrew, Gary +(n) Bayley, Daniel +(n) Brown, James +(n) Furst, Robert +(n) Fuhs, William +(n) Causey, Richard +(n) Calger, Christopher +(n) DeSpain, Timothy +(n) Hannon, Kevin +(n) Koenig, Mark +(y) Forney, John +(n) Rice, Kenneth +(n) Rieker, Paula +(n) Fastow, Lea +(n) Fastow, Andrew +(y) Delainey, David +(n) Glisan, Ben +(n) Richter, Jeffrey +(n) Lawyer, Larry +(n) Belden, Timothy +(n) Kopper, Michael +(n) Duncan, David +(n) Bowen, Raymond +(n) Colwell, Wesley +(n) Boyle, Dan +(n) Loehr, Christopher diff --git a/final_project/tester.py b/final_project/tester.py new file mode 100644 index 0000000..6ed8006 --- /dev/null +++ b/final_project/tester.py @@ -0,0 +1,105 @@ +#!/usr/bin/pickle + +""" a basic script for importing student's POI identifier, + and checking the results that they get from it + + requires that the algorithm, dataset, and features list + be written to my_classifier.pkl, my_dataset.pkl, and + my_feature_list.pkl, respectively + + that process should happen at the end of poi_id.py +""" + +import pickle +import sys +from sklearn.cross_validation import StratifiedShuffleSplit +sys.path.append("../tools/") +from tools.feature_format import featureFormat, targetFeatureSplit + +PERF_FORMAT_STRING = "\ +\tAccuracy: {:>0.{display_precision}f}\tPrecision: {:>0.{display_precision}f}\t\ +Recall: {:>0.{display_precision}f}\tF1: {:>0.{display_precision}f}\tF2: {:>0.{display_precision}f}" +RESULTS_FORMAT_STRING = "\tTotal predictions: {:4d}\tTrue positives: {:4d}\tFalse positives: {:4d}\ +\tFalse negatives: {:4d}\tTrue negatives: {:4d}" + +def test_classifier(clf, dataset, feature_list, folds = 1000): + data = featureFormat(dataset, feature_list, sort_keys = True) + labels, features = targetFeatureSplit(data) + cv = StratifiedShuffleSplit(labels, folds, random_state = 42) + true_negatives = 0 + false_negatives = 0 + true_positives = 0 + false_positives = 0 + for train_idx, test_idx in cv: + features_train = [] + features_test = [] + labels_train = [] + labels_test = [] + for ii in train_idx: + features_train.append( features[ii] ) + labels_train.append( labels[ii] ) + for jj in test_idx: + features_test.append( features[jj] ) + labels_test.append( labels[jj] ) + + ### fit the classifier using training set, and test on test set + clf.fit(features_train, labels_train) + predictions = clf.predict(features_test) + for prediction, truth in zip(predictions, labels_test): + if prediction == 0 and truth == 0: + true_negatives += 1 + elif prediction == 0 and truth == 1: + false_negatives += 1 + elif prediction == 1 and truth == 0: + false_positives += 1 + elif prediction == 1 and truth == 1: + true_positives += 1 + else: + print "Warning: Found a predicted label not == 0 or 1." + print "All predictions should take value 0 or 1." + print "Evaluating performance for processed predictions:" + break + try: + total_predictions = true_negatives + false_negatives + false_positives + true_positives + accuracy = 1.0*(true_positives + true_negatives)/total_predictions + precision = 1.0*true_positives/(true_positives+false_positives) + recall = 1.0*true_positives/(true_positives+false_negatives) + f1 = 2.0 * true_positives/(2*true_positives + false_positives+false_negatives) + f2 = (1+2.0*2.0) * precision*recall/(4*precision + recall) + print clf + print PERF_FORMAT_STRING.format(accuracy, precision, recall, f1, f2, display_precision = 5) + print RESULTS_FORMAT_STRING.format(total_predictions, true_positives, false_positives, false_negatives, true_negatives) + print "" + except: + print "Got a divide by zero when trying out:", clf + print "Precision or recall may be undefined due to a lack of true positive predicitons." + +CLF_PICKLE_FILENAME = "my_classifier.pkl" +DATASET_PICKLE_FILENAME = "my_dataset.pkl" +FEATURE_LIST_FILENAME = "my_feature_list.pkl" + +def dump_classifier_and_data(clf, dataset, feature_list): + with open(CLF_PICKLE_FILENAME, "w") as clf_outfile: + pickle.dump(clf, clf_outfile) + with open(DATASET_PICKLE_FILENAME, "w") as dataset_outfile: + pickle.dump(dataset, dataset_outfile) + with open(FEATURE_LIST_FILENAME, "w") as featurelist_outfile: + pickle.dump(feature_list, featurelist_outfile) + +def load_classifier_and_data(): + with open(CLF_PICKLE_FILENAME, "r") as clf_infile: + clf = pickle.load(clf_infile) + with open(DATASET_PICKLE_FILENAME, "r") as dataset_infile: + dataset = pickle.load(dataset_infile) + with open(FEATURE_LIST_FILENAME, "r") as featurelist_infile: + feature_list = pickle.load(featurelist_infile) + return clf, dataset, feature_list + +def main(): + ### load up student's classifier, dataset, and feature_list + clf, dataset, feature_list = load_classifier_and_data() + ### Run testing script + test_classifier(clf, dataset, feature_list) + +if __name__ == '__main__': + main() diff --git a/final_project/tester.pyc b/final_project/tester.pyc new file mode 100644 index 0000000000000000000000000000000000000000..e5ab6a55cc0603b265cfbb1eb5de3bc19656904c GIT binary patch literal 4200 zcmb_fOK%&=5w0OcN!0r-+v@~@`V8o6Eo0N@cwc4Q!ZJ6B*Ml(Zcq#=iz zZrbMV@DeR@-AjH%4gs=2f&e+@mY}dHNa( zERnw;on`VDrL#i8D)~!vS)k<46s*uSk=22s1!`25S@}JSNV)3N)uE@fmxNuTT5+Pn zb~jE;*f~?$^!%V>ex%jWC(l&K{je1V$<~a*&+YiiI}f}|W;N%5N&?-Bj7HxzOz5k# z03wsPtwN(_@ZgsOSG^FNBQE7eXK@mm^Y)hVUE}J&Y>Dhv;F=zDMxi#c_B2p0!D)hy zGO=p+9WQdV7L}^q%V>*9xrl5G6=fmlxip7`Ws?xy4LlRR2%`Rsu!-W`B=!QWl|GMq zk+06(ZWsGyCsF~<9Jf?A4xP}icKb8ofAKr4z?5V*&@@cqijn-rd9T%qf<`wAjV@!V zTHQ8r9O>-}$B&sulPgt^leTNj3X|OgMyqE>&({747f_i=k8^;~ZOFr}m z<>RCmz<@er%a5paH`4!?+zHNL)G=<6@m*^8uOg8*fz7{%cN*_wy!u;M+YqG|rIL=u zqU(Y+m>^T2RFd%X0u4$um?TrAv_xrZ|sr!%6#g0zd$E=jvguXZS%18ao_E0iwK#RR33l&;WihJbWQ2-r9$T>YL-c*%UW 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