|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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