Table 4 Classification performance without unlabeled data for different 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	62.43	61.52	55.64	71.78	52.56	9.87
15–85	89.04	86.12	85.27	92.93	91.75	4.01
25–75	94.10	93.37	91.07	96.34	96.82	2.04
35–65	96.16	96.01	94.04	98.27	98.85	1.13
50–50	97.53	97.41	95.94	98.89	99.55	0.70
75–25	98.05	99.20	97.25	99.20	99.84	0.49

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