Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach

Table 8

AUC values for the Spark classifiers using ECBDL14-ROS.

Threshold	Features	Logistic Regression		Naive Bayes		SVM ()		SVM ()
		Training	Test	Training	Test	Training	Test	Training	Test
0.00	631	0.5821	0.5808	0.6714	0.6506	0.5966	0.6046	0.5875	0.5897
0.55	234	0.6416	0.6352	0.6673	0.6489	0.6369	0.6307	0.6228	0.6148
0.60	119	0.6309	0.6235	0.6732	0.6516	0.5884	0.5841	0.6116	0.6054
0.65	46	0.5017	0.5022	0.6136	0.6093	0.5032	0.5039	0.5000	0.5000