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@amankharwal
Created February 19, 2021 07:19
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svc = SVC()
lsvc = LinearSVC(random_state=123)
rforest = RandomForestClassifier(random_state=123)
dtree = DecisionTreeClassifier()
clifs = [svc, lsvc, rforest, dtree]
# train and test them
print("| {:25} | {} | {} |".format("Classifier", "Training Accuracy", "Test Accuracy"))
print("| {} | {} | {} |".format("-"*25, "-"*17, "-"*13))
for clf in clifs:
clf_name = clf.__class__.__name__
train_acc, test_acc = train_test(clf, X_train, X_test, y_train, y_test)
print("| {:25} | {:17.7f} | {:13.7f} |".format(clf_name, train_acc, test_acc))
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