print(df30) #%% Plotting.SVCPlot(2,4) #%% Plotting.DTCPlot(2,32) #%% Plotting.Histo() #%% print ("10 best features") p1 = Classification.LogReg10() p2 = Classification.SVM10() p3 = Classification.DTC10() p4 = Classification.KNC10() p5 = Classification.RFC10() p6 = Classification.MLP10() p7 = Classification.ABC10() p8 = Classification.GNB10() p9 = Classification.QDA10() p10 = Classification.SGD10() p11= NNC.NNC10() df10 = pd.DataFrame(data = {"LogReg": p1, "SVM": p2, "DTC": p3, "KNC": p4, "RFC": p5,"MLP": p6, "ABC": p7, "GNB": p8, "QDA": p9, "SGD": p10, "NNC": p11}, index = [".9", ".8", ".5", ".25"]) print(df10) #%% Plotting.Plot3B()