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Table 10 Result obtained from dataset D5 (proposed fusion-based features)

From: Ensemble of deep learning and machine learning approach for classification of handwritten Hindi numerals

Digit class

Precision

Recall

F1 score

Test samples

0

100.00

100.00

100.00

500

1

100.00

99.80

99.90

500

2

98.23

99.80

99.01

500

3

99.80

98.80

99.30

500

4

99.40

100.00

99.70

500

5

99.80

99.60

99.70

500

6

100.00

99.80

99.90

500

7

100.00

100.00

100.00

500

8

100.00

99.80

99.90

500

9

100.00

99.60

99.80

500

Overall recognition accuracy (%)

99.72