“…Considered hyperparameters: {'learning_rate': [0.03, 0.05, 0.1], 'max_depth': [3,5,7,10], 'min_child_weight': [2,4,6], 'nthread': [4], 'subsample': [0.5, 0.7, 0.9], 'colsample_bytree': [0.6, 0.7, 0.8], 'n_estimators': [300, 500, 700]} and the results from GridSearchCV were as follows:…”