Urdu Handwritten Characters Data Visualization and Recognition Using Distributed Stochastic Neighborhood Embedding and Deep Network

Table 3

The confusion matrix showing accuracy rate of classification of Urdu handwritten characters using 10-fold cross validation.

Grp	Grp	Grp	Grp	Grp	Grp	Grp	Grp	Grp	Grp	Grp	Grp	Classified
1	2	3	4	5	6	7	8	9	10	11	12	As
93%	0	0	1%	2%	0	0	2%	1%	1%	0	0	Grp 1
0	89%	0	3%	0	0	0	3%	2%	1%	1%	1%	Grp 2
0	2%	92%	0	2%	1%	0	0	0	0	2%	1%	Grp 3
2%	0	3%	91%	0	2%	0	2%	0	0	0	0	Grp 4
2%	0	5%	0	93%	0	0	0	0	0	0	0	Grp 5
0	0	2%	3%	2%	90%	0	0	2%	0	1%	0	Grp 6
0	0	0	0	0	0	93%	4%	0	0	1%	2%	Grp 7
0	2%	3%	0	0	0	0	87%	4%	1%	1%	2%	Grp 8
3%	1%	0	0	0	0	0	0	89%	0	3%	4%	Grp 9
0	2%	0	0	2%	0	0	3%	1%	90%	0	2%	Grp 10
0	1%	0	0	1%	0	0	0	3%	0	91%	0	Grp 11
3%	2%	0	0	0	1%	1%	0	2%	0	1%	90%	Grp 12