EPJ Data Science

Table 2 AUC values of the real-time prediction with a varying number of months of training data

From: Predicting the temporal activity patterns of new venues

	2	3	4	5	6
History	0.6748	0.6697	0.6853	0.7286	0.7278
TempGen	0.7507	0.7820	0.7691	0.7824	0.7903
TempSpec	0.7729	0.7804	0.7829	0.7991	0.8104
Random	0.5102	0.5185	0.5248	0.5682	0.5993
SameAll	0.7149	0.7310	0.7382	0.7349	0.7352
SameGen	0.7403	0.7481	0.7592	0.7480	0.7791
SameSpec	0.7859	0.7915	0.7981	0.8216	0.8221
AllAll	0.6812	0.6892	0.6489	0.6893	0.6832
AllGen	0.6824	0.6853	0.6935	0.7088	0.7129
AllSpec	0.7201	0.7209	0.7403	0.7459	0.7402

Back to article page