ML100K Performance Summary

This is a summary view of model performance on the ML100K data set.

	part	split	variant	model	train_task	infer_task	train_time	train_cpu	train_power	infer_time	infer_cpu	infer_power	RBP	NDCG	RecipRank	Hit	RMSE	MAE
0	0	random	default	Bias	54fe81f6-fe62-4258-983a-edd01695179b	e1e1649b-d326-4ec9-8ed5-7e4daf50ca71	0.021273	0.021269	NaN	0.222274	0.231827	NaN	0.018310	0.087872	0.075180	0.714286	0.912466	0.777387
1	1	random	default	Bias	4f4029d1-f90f-4cb8-9b34-1d7e1259603c	497699b0-fd4c-4f8f-becd-029193ad326e	0.021547	0.021752	NaN	0.191428	0.192763	NaN	0.022570	0.092624	0.081463	0.682540	0.915632	0.785678
2	2	random	default	Bias	c36e5c3c-c1bb-4bd8-b854-9c359292ecf7	f3eccf1a-ae0e-455f-a153-c677b0b67f1e	0.021505	0.021806	NaN	0.190305	0.190727	NaN	0.028170	0.104787	0.095154	0.740741	0.919165	0.786263
3	3	random	default	Bias	19f86095-2e65-4be0-bc48-d0aa2757cb68	a8537a68-f8e2-40a1-a8ee-b4edb2cbf323	0.021582	0.021775	NaN	0.188625	0.188972	NaN	0.030547	0.098319	0.095140	0.718085	0.932691	0.793893
4	4	random	default	Bias	8d88672c-abf4-4f0b-af97-fd122b51a4aa	8643fa69-7279-49b5-a90b-6a17663704b9	0.021982	0.022847	NaN	0.209222	0.213238	NaN	0.022706	0.101228	0.082435	0.750000	0.983269	0.850431

Rating Prediction Accuracy