Protein Function Prediction Using Deep Restricted Boltzmann Machines

Table 3

Experimental results on Mus musculus.

		MacroAvg1	AvgROC		max
BP	NtN	0.0154	0.6950	0.7055	0.1542
	dRW	0.5666	0.8155	0.8296	0.9049
	SVD	0.6169	0.8220	0.9130	0.8914
	AE	0.4573	0.8139	0.8219	0.5340
	DRBM	0.7221	0.8476	0.9841	0.8962
CC	NtN	0.0055	0.6244	0.6436	0.1062
	dRW	0.4913	0.8001	0.7857	0.8694
	SVD	0.5415	0.7847	0.8856	0.8539
	AE	0.6548	0.7933	0.9139	0.8694
	DRBM	0.6676	0.8412	0.9813	0.8644
MF	NtN	0.7338	0.9135	0.9401	0.0111
	dRW	0.8742	0.9493	0.9474	0.9693
	SVD	0.7408	0.9466	0.9703	0.9188
	AE	0.9035	0.9461	0.9724	0.7044
	DRBM	0.9133	0.9492	0.9906	0.9652