Protein Function Prediction Using Deep Restricted Boltzmann Machines

Table 4

Experimental results on Saccharomyces cerevisiae.

		MacroAvg1	AvgROC		max
BP	NtN	0.0072	0.7026	0.7027	0.1172
	dRW	0.8042	0.9268	0.9337	0.9649
	SVD	0.7794	0.9199	0.9659	0.9440
	AE	0.6990	0.9179	0.9252	0.5032
	DRBM	0.8524	0.9256	0.9905	0.9555
CC	NtN	0.0072	0.7026	0.7027	0.1172
	dRW	0.8112	0.9264	0.9612	0.9771
	SVD	0.7408	0.9274	0.9767	0.9198
	AE	0.8595	0.9262	0.9851	0.9771
	DRBM	0.8722	0.9278	0.9948	0.9744
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