ANOVA compares the variation in the output variable between different levels of the input variable and testing the null hypothesis that there is no significant difference between the means. If the p-value of the ANOVA test is smaller than 0.05, it indicates strong evidence against the null hypothesis, therefore, the input variable significantly affects the output variable in this case . Finally, PCA used singular value