Convolutional Neural Networks for Recognition of Lymphoblast Cell Images

Table 6

Sensitivity of ConVNet and SVM-GA to identify ALL subtypes over ten test sets.

Test set	ConVNet			SVM-GA
	Lymphocyte	Pre-T	Pre-B	Lymphocyte	Pre-T	Pre-B
1	100.00	71.11	82.22	100.00	77.78	73.33
2	100.00	66.67	80.00	93.55	80.00	73.33
3	100.00	75.56	84.44	93.55	66.67	84.44
4	100.00	64.44	82.22	100.00	77.78	73.33
5	100.00	62.22	80.00	90.32	60.00	91.11
6	100.00	57.78	84.44	83.87	80.00	82.22
7	100.00	80.00	75.56	96.77	75.56	75.56
8	100.00	82.22	80.00	90.32	77.78	80.00
9	96.77	71.43	80.00	96.77	84.44	82.22
10	100.00	57.78	86.67	100.00	68.89	84.44
Average	99.68 ± 1.02	68.92 ± 8.65	81.56 ± 3.15	94.52 ± 5.28	74.89 ± 7.41	80.00 ± 6.02