Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach

Table 5

Training runtime (in seconds) for the Spark classifiers using epsilon.

Threshold	Features	Logistic Regression	Naive Bayes	SVM ()	SVM ()
0.00	2000	367.29	605.14	334.18	331.69
0.55	721	409.35	340.42	409.70	386.84
0.60	337	488.16	307.33	505.46	489.93
0.65	110	501.86	264.26	467.44	473.74