Mathematical Problems in Engineering / 2013 / Article / Tab 2

Research Article

Application of Global Optimization Methods for Feature Selection and Machine Learning

Table 2

Running time and number of selected features for three feature selection algorithms.

DatasetsRunning time (seconds)Number of selected features
ICGFSAGASVMICGFSAGASVM

Liver12.311.111.2345
WDBC12.612.913.1101416
Soybean13.214.714.9172219
Glass11.812.311.7465
Wine9.610.89.5798
PDF830.1832.5822788983

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