Table 3.

Five-fold cross validation results on the prediction of reaching outcome of RFA post-cue and ITI group for mice 7N and 9L with epoch number equals to 300.

		RFA post-cue					RFA ITI
	Fold No.	Accuracy (Training) (%)	Accuracy (Test) (%)	Sensitivity	Specificity	F1-score	Accuracy (Training) (%)	Accuracy (Test) (%)	Sensitivity	Specificity	F1-score
Mouse 7N	1st	94.14	81.36	0.80	0.83	0.78	87.57	44.35	0.45	0.44	0.45
	2nd	93.87	71.42	0.75	0.67	0.67	88.39	46.09	0.42	0.50	0.47
	3rd	93.93	70.23	0.75	0.66	0.67	87.60	49.21	0.50	0.48	0.48
	4th	92.59	68.91	0.74	0.63	0.66	81.57	50.00	0.45	0.55	0.53
	5th	96.76	68.57	0.70	0.67	0.62	86.21	58.80	0.60	0.58	0.57
	Mean	94.23	72.26	0.75	0.69	0.68	86.26	49.69	0.48	0.51	0.50
Mouse 9L	1st	93.23	71.01	0.76	0.66	0.67	74.46	51.92	0.58	0.46	0.49
	2nd	92.35	67.80	0.79	0.54	0.60	75.00	50.00	0.48	0.52	0.51
	3rd	89.01	73.44	0.83	0.57	0.61	75.92	50.00	0.68	0.33	0.39
	4th	88.46	72.34	0.85	0.57	0.65	77.89	43.22	0.47	0.39	0.41
	5th	83.00	64.61	0.83	0.49	0.60	74.13	48.24	0.42	0.54	0.51
	Mean	89.21	69.80	0.81	0.57	0.63	75.48	48.67	0.53	0.45	0.46

Bold values indicate data group names, performance matrices and mean results of five-fold cross validation.