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()
