A Study of Moment Based Features on Handwritten Digit Recognition

Table 7

Statistical performance measures along with their respective means (styled in bold) achieved by the proposed technique on handwritten Devanagari numerals.

Class	Statistical performance measures
	Kappa; statistics	MAE	RMSE	TPR	FPR	Precision	Recall	-measure	MCC	AUC
“0”	0.988	0.0342	0.0847	0.969	0.002	0.984	0.969	0.977	0.974	0.999
“1”				0.969	0.000	1.000	0.969	0.984	0.983	1.000
“2”				1.000	0.005	0.956	1.000	0.977	0.975	1.000
“3”				0.985	0.003	0.970	0.985	0.977	0.975	0.999
“4”				1.000	0.002	0.985	1.000	0.992	0.992	1.000
“5”				0.985	0.000	1.000	0.985	0.992	0.991	1.000
“6”				1.000	0.000	1.000	1.000	1.000	1.000	1.000
“7”				0.985	0.000	1.000	0.985	0.992	0.991	1.000
“8”				1.000	0.000	1.000	1.000	1.000	1.000	1.000
“9”				1.000	0.000	1.000	1.000	1.000	1.000	1.000
Mean	0.988	0.0342	0.0857	0.9893	0.0012	0.9895	0.9893	0.9891	0.9881	0.9998