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. 2021 Mar 26;13(7):1524. doi: 10.3390/cancers13071524

Table 3.

The second step feature selection using one-way ANOVA. Significant features are identified based on p-value < 0.05, and large effect size.

Feature Name Significance Effect Size
F-Value p-Value Eta Squared
Energy 25,550.5 <0.05 0.77127
Skewness 3375.6 <0.05 0.32936
Kurtosis 2351.6 <0.05 0.35199
Entropy 5742.8 <0.05 0.58838
Variance 5689.3 <0.05 0.58672