Table 3.

Accuracies (ACC, in %) on different a) image sizes; b) batch sizes; c) training epochs; and d) dropouts

a)
Image size	ACC (in %)
50×50	92.71
100×100	96.28
150×150	96.28
200×200	96.28
b)
Batch size	ACC (in %)
50	92.71
100	88.39
150	81.85
200	81.85
c)
Epoch	ACC (in %)
100	92.71
200	89.14
300	92.71
400	95.39
500	90.92
d)
Dropout (%)	ACC (in %)
10	95.68
20	95.54
30	96.28
40	96.13
50	95.39
60	95.68
70	94.05
80	94.20
90	88.39

The figures in bold-face are best of all in that particular category