Table 4

Hyperparamer details.

SI. No Hyperparameter Definition Range varied / Value set
1 No_estimators Number of trees that could be formed 5 to 85 in steps of 5
2 Max_depth Maximum depth of the tree 3 to 15 in step of 1
3 Min_samples_leaf Minimum number of samples required to be
the leaf node
3 to 1
4 Min_samples_split Minimum number of samples to split a node 3 to 1

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