Table 2 Classification performance with labeled data in % with different training and testing data set division ratios

From: Restricted Boltzmann machine and softmax regression for fault detection and classification

Ratio (%)	Pos 1	Pos 2	Pos 3	Pos 4	MV	MV SD
5–95	84.5	79.15	72.23	86.99	81.50	7.80
15–85	98.65	96.8	91.59	98.77	99.35	0.75
25–75	99.64	99.22	95.37	99.51	99.85	0.47
35–65	99.93	99.62	97.08	99.79	99.99	0.09
50–50	99.99	99.93	98.61	99.72	99.99	0.08
75–25	100	99.98	99.36	99.49	100	0

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