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

Table 1

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

Eight	Five	Four	Nine	One	Seven	Six	Three	Two	Zero	Classified
8	5	4	9	1	7	6	3	2	0	As
95%	3%	0	0	0	0	0	0	0	2%	Eight
2%	97%	0	0	0	0	0	0	0	1%	Five
0	0	96%	0	0	0	1%	2%	1%	0	Four
0	0	0	97%	2%	0	1%	0	0	0	Nine
0	0	0	1%	98%	0	1%	0	0	0	One
0	2%	0	0	0	98%	0	0	0	0	Seven
0	0	0	0	3%	0%	95%	0	0	2%	Six
0	0	2%	0	0	0	0	97%	1%	0	Three
0	0	1%	0	3%	0	0	2%	94%	0	Two
1%	1%	0	0	0	0	0	0	0	98%	Zero

The values in bold (in diagonal) are representing the accuracy percentage of the classification of Urdu handwritten numerals.