Protein Function Prediction Using Deep Restricted Boltzmann Machines

Table 5

Experimental results on Drosophila.

		MacroAvg1	AvgROC		max
BP	NtN	0.7724	0.8450	0.8958	0.9416
	dRW	0.6875	0.8525	0.9011	0.9455
	SVD	0.6852	0.8516	0.9479	0.9371
	AE	0.5882	0.8486	0.9049	0.5772
	DRBM	0.7699	0.8601	0.9877	0.9382
CC	NtN	0.0101	0.6475	0.7808	0.1957
	dRW	0.6599	0.8425	0.9210	0.9553
	SVD	0.6446	0.8222	0.9585	0.9156
	AE	0.7331	0.8251	0.9678	0.9553
	DRBM	0.7438	0.8558	0.9922	0.9448
MF	NtN	0.5071	0.7640	0.9065	0.0700
	dRW	0.7346	0.8206	0.9309	0.9610
	SVD	0.7131	0.8125	0.9631	0.9549
	AE	0.7558	0.8133	0.9639	0.6429
	DRBM	0.7719	0.8187	0.9895	0.9499