Protein Function Prediction Using Deep Restricted Boltzmann Machines

Table 2

Experimental results on Homo sapiens.

		MacroAvg1	AvgROC		max
BP	NtN	0.0107	0.7498	0.6920	0.1712
	dRW	0.6902	0.9044	0.8737	0.9301
	SVD	0.7313	0.9053	0.9349	0.9206
	AE	0.5341	0.9049	0.8495	0.5617
	DRBM	0.8378	0.9109	0.9883	0.9217
CC	NtN	0.0036	0.6569	0.6641	0.1063
	dRW	0.6806	0.8999	0.9186	0.9516
	SVD	0.7139	0.8942	0.9592	0.9157
	AE	0.8081	0.8932	0.9629	0.8819
	DRBM	0.7982	0.9192	0.9955	0.9437
MF	NtN	0.3891	0.7767	0.8450	0.0121
	dRW	0.7909	0.9130	0.9208	0.9529
	SVD	0.8022	0.8022	0.9526	0.9480
	AE	0.7683	0.9047	0.8186	0.5604
	DRBM	0.8517	0.9085	0.9898	0.9470