Algorithm 2: Accuracy Prediction Algorithm

Call: xgboost() M= x.xgbClassifier() m.fit(X_train,Y_train) Call: ConstructTree() c= confusion_matrix (Y_test,Y_pred) Calculate: Accuracy = Number of correct predictions/total predictions Return accuracy Stop