Feature Reduction Based on Hybrid Efficient Weighted Gene Genetic Algorithms with Artificial Neural Network for Machine Learning Problems in the Big Data

Table 4

The performance of the WGGA + ANN algorithm using different number of generations.

# of generations	Heart	Lung cancer	WBCD	Phishing	Messidor	Sport articles
1	0.837	0.250	0.969	0.919	0.686	0.635
10	0.866	0.912	0.972	0.927	0.735	0.826
20	0.867	0.937	0.972	0.927	0.738	0.849
40	0.870	0.969	0.976	0.927	0.752	0.849
60	0.870	0.969	0.976	0.927	0.752	0.851
80	0.870	0.969	0.976	0.927	0.752	0.854