Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach

Table 7

Training runtime (in seconds) for the Spark classifiers using epsilon with customized block size.

Threshold	Features	Logistic Regression	Naive Bayes	SVM ()	SVM ()
0.00	2000	321.94	483.48	300.94	306.47
0.55	721	256.92	313.19	256.72	256.98
0.60	337	236.16	248.59	231.23	228.03
0.65	110	307.70	308.26	254.05	261.23