dt.PrintAccuracy(Y_test, Y_pred_Gini)
print("\n\n")
# Prediction using Entropy
print("Results Using Entropy:")
Y_pred_Entropy = dt.Predict(X_test, DT_Entropy)
dt.PrintAccuracy(Y_test, Y_pred_Entropy)
print("\n\n")
# Bayes Classifier
print("\n\n")
print("Bayes Classifier on Iris dataset:")
# Building Phase
Dataset = bc.ImportDataset_Iris()
X, Y, X_train, X_test, Y_train, Y_test = bc.SplitDataset(Dataset)
BayesClassifier = bc.Train(X_train, Y_train)
print("\n\n")
# Operational Phase
# Prediction using Gini
print("Results Using Bayes Classifier:")
Y_pred = bc.Predict(BayesClassifier, X_test)
bc.PrintAccuracy(Y_test, Y_pred)
print("\n\n")
# - Part C - Predictive Analytics ------------------------------------------------------------------------------------------------
