A Novel Margin-Based Measure for Directed Hill Climbing Ensemble Pruning

Table 1

Characteristics of the 18 data sets used in experiments.

ID	Data set	#Insts	#Cls	#Attrs
ID 1	Anneal	898	6	38
ID 2	Audiology	205	7	25
ID 3	Autos	205	7	25
ID 4	Balance-scale	625	3	4
ID 5	Car	1728	6	4
ID 6	Ecoli	336	8	7
ID 7	Flags	194	8	30
ID 8	Glass	214	7	9
ID 9	Horse-colic	368	2	23
ID 10	Hypothyroid	3772	4	29
ID 11	Irish	500	3	6
ID 12	kr-vs-kp	3196	2	37
ID 13	Labor	57	2	16
ID 14	Page-blocks	5473	5	10
ID 15	Segment	2310	7	19
ID 16	Sick	3772	2	30
ID 17	Sonar	208	2	60
ID 18	Wine	178	3	13