Predicting and explaining behavioral data with structured feature space decomposition

EPJ Data Science

Table 1 Datasets Used for Performance Comparison

Prediction task	Dataset	# of samples	# of features
Classification	Breast Cancer (Original) [28]	683	9
	Spambase	4601	57
	SPECTF [29]	267	44
	Parkinsons [30]	195	22
	Stack Exchange	1,026,225	12
	Khan	680,551	17
	Digg	1,000,000	19
	Twitter	5,000,000	19
	Duolingo	767,718	18
Regression	App Energy [31]	19,735	27
	Building (Sales) [32]	372	103
	Building (Costs) [32]	372	103
	Pole Telecommunication [33]	15,000	48
	Breast Cancer (Prognostic) [28]	194	32
	Boson Housing [34]	506	13
	Triazines [35]	186	60
	Parkinsons (Motor) [36]	5875	16
	Parkinsons (Total) [36]	5875	16