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12 changes: 6 additions & 6 deletions code/naiveBayes/main.py
Original file line number Diff line number Diff line change
Expand Up @@ -46,16 +46,16 @@ def main():
# # # Step 4: Calculate the Accuracy.
print "Accuracy..."
# accuracy = sum(predict_y == testY) / float(testY.size)
# print "Accuracy on testing : {:.2f}%".format(accuracy*100)
# print "Accuracy on testing : {:.2%}".format(accuracy)
# print "....Done...."
##### gammas
Accuracy_train[i] = sum(train_y == trainY) / float(trainY.size)
print "Accuracy on training : {:.2f}%".format(Accuracy_train[i]*100)
print "Accuracy on training : {:.2%}".format(Accuracy_train[i])
Accuracy_test[i] = sum(test_y == testY) / float(testY.size)
print "Accuracy on test : {:.2f}%".format(Accuracy_test[i]*100)
print "Accuracy on test : {:.2%}".format(Accuracy_test[i])

print "Total average accuracy on training: {:.2f}%".format(mean(Accuracy_train)*100)
print "Total average accuracy on testing: {:.2f}%".format(mean(Accuracy_test)*100)
print "Total average accuracy on training: {:.2%}".format(mean(Accuracy_train))
print "Total average accuracy on testing: {:.2%}".format(mean(Accuracy_test))

if __name__ == '__main__':
main()
main()