Research Article

[Retracted] An Information Entropy Embedding Feature Selection Based on Genetic Algorithm

Table 5

Comparison about time complexity (per second).

ā€‰CardiotocographyMuskParkinson speechRoom occupancy estimationSpambase

KNN0.173101.251010.124970.689970.61050
KNN with EEGA0.140541.141620.046820.485940.54809
DNN4.6847619.9373210.371516.4599611.59904
DNN with EEGA3.8977219.169797.9664613.4100110.45439
SVM1.094686.743150.407443.392827.24195
SVM with EEGA1.080495.744770.390533.129397.22855
RF2.1324220.033981.800423.551735.04623
RF with EEGA2.0283318.740991.761692.645564.93956