Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach

Table 9

Training runtime (in seconds) for the Spark classifiers using ECBDL14-ROS.

Threshold	Features	Logistic Regression	Naive Bayes	SVM ()	SVM ()
0.00	631	4649.19	1581.52	5283.88	5065.87
0.55	234	2107.66	613.50	2321.22	2179.18
0.60	119	1162.98	322.06	1352.85	1226.72
0.65	46	978.38	215.09	914.32	864.28