Convolutional Neural Networks for Recognition of Lymphoblast Cell Images

Table 7

Sensitivity of MLP and random forest to identify ALL subtypes over ten test sets.

Test set	MLP			Random forest
	Lymphocyte	Pre-T	Pre-B	Lymphocyte	Pre-T	Pre-B
1	100.00	68.89	62.22	100.00	73.33	68.89
2	100.00	68.89	64.44	100.00	64.44	62.22
3	100.00	62.22	71.11	100.00	64.44	80.00
4	100.00	68.89	68.89	100.00	71.11	77.78
5	96.77	64.44	73.33	100.00	62.22	80.00
6	100.00	64.44	64.44	100.00	71.11	66.67
7	96.77	77.78	66.67	100.00	73.33	71.11
8	100.00	80.00	71.11	96.77	80.00	71.11
9	100.00	75.56	60.00	100.00	75.56	68.89
10	100.00	57.78	71.11	96.77	66.67	75.56
Average	99.35 ± 1.36	68.89 ± 7.10	67.33 ± 4.45	99.35 ± 1.36	70.22 ± 5.66	72.22 ± 5.95