Resolved issue 1

[Kaushal-Poojary]

Improved accuracy from 0.91 to 0.94 using grid search cv. The best parameters obtained were {'criterion': 'entropy', 'max_depth': 5, 'min_samples_leaf': 4, 'min_samples_split': 2}