whoisafriend

This is a contest held by college. Tried out various classification model and achieved mean cross validation score of 91.64 using svc.

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Cross Validation Accuracy Score

LogisticRegression | 0.9159

DecisionTreeClassifier | 0.8960

RandomForestClassifier | 0.9071

GaussianNB | 0.9110

SVC | 0.9164

Voting Classifier | 0.9159

XG Boost | 0.92 (f1-score)

Deep Neural Network | 0.9159 (train test split)