Table 3.

Evaluation of KNN, RF, and LR performance.

KNN			RF			LR
Class	Manhattan	Euclidean	Tree	Entropy	Gini	C	L1	L2
1	0.72	0.70	1	0.54	0.54	1	0.75	0.74
2	0.71	0.68	2	0.64	0.64	5	0.72	0.75
3	0.76	0.73	3	0.64	0.66	10	0.71	0.74
4	0.73	0.74	4	0.64	0.67	50	0.70	0.71
5	0.74	0.75	5	0.66	0.67	100	0.70	0.71
6	0.71	0.72	6	0.66	0.66	500	0.70	0.69
7	0.73	0.75	7	0.67	0.65	1000	0.70	0.70
8	0.71	0.75	8	0.67	0.65
9	0.73	0.75	9	0.67	0.65
10	0.73	0.75	10	0.67	0.65