Table 15.

Overall ranking results for all classifiers in dealing with different datasets based on classification evaluation metrics reported in Table 5, Table 6, Table 7, Table 8, Table 9, Table 10 and Table 11.

Classifier	All	Caucasian	Hispanic	Females	Males	Age ≤ 50	Age > 50	Average Rank
DT	8.97	3.29	8.29	4.86	8.64	4.00	8.57	6.66
LDA	5.79	6.71	6.50	5.57	4.07	7.29	5.36	5.90
LR	5.57	6.21	8.00	8.00	5.14	6.29	6.43	6.52
NB	7.71	7.93	5.64	5.00	5.86	8.00	5.93	6.58
SVM	5.71	5.79	2.86	5.79	6.79	4.93	6.29	5.45
KNN	4.21	4.36	5.07	4.36	6.50	7.07	3.43	5.00
Ensemble	3.93	5.07	4.57	2.43	4.29	3.57	4.29	4.02
SVM*	2.14	3.36	3.00	5.79	2.57	1.64	3.14	3.09
KNN*	1.14	2.29	1.07	3.21	1.14	2.21	1.57	1.80