Table 5.

Random Forest hyperparameter-tuning results.

No.	Criterion	Min Samples	Max Depth	No. of Estimators	Bootstrap	Score	Ranking
1	entropy	5	10	200	True	93.71	1
2	entropy	5	5	300	False	93.71	1
3	entropy	5	5	100	False	93.71	1
4	gini	5	5	200	True	93.71	1
5	entropy	5	20	300	True	93.71	1
6	gini	5	10	100	True	92.80	6
7	gini	5	10	200	True	92.80	6
8	gini	5	10	100	False	92.80	6
9	entropy	5	10	100	True	92.80	6
10	entropy	5	5	200	False	92.80	6