Number of Trees: Must be an integer value of at least 10
Max Depth: Depth should be at least 1 or "None"
Min Samples Split: The value must be at least 2
Min Samples Leaf: The value must be at least 1
Criterion: Gini Entropy
Random State: Should be at least 0 or leave blank for None.
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