plot_confusion.py

import os
import seaborn as sn
import pandas as pd
import matplotlib.pyplot as plt
array = [[33,2,0,0,0,0,0,0,0,1,3], 
        [3,31,0,0,0,0,0,0,0,0,0], 
        [0,4,41,0,0,0,0,0,0,0,1], 
        [0,1,0,30,0,6,0,0,0,0,1], 
        [0,0,0,0,38,10,0,0,0,0,0], 
        [0,0,0,3,1,39,0,0,0,0,4], 
        [0,2,2,0,4,1,31,0,0,0,2],
        [0,1,0,0,0,0,0,36,0,2,0], 
        [0,0,0,0,0,0,1,5,37,5,1], 
        [3,0,0,0,0,0,0,0,0,39,0], 
        [0,0,0,0,0,0,0,0,0,0,38]]
df_cm = pd.DataFrame(array, index = [i for i in "ABCDEFGHIJK"],
                  columns = [i for i in "ABCDEFGHIJK"])
plt.figure(figsize = (10,7))
sn.heatmap(df_cm, annot=True)
'''
[[  0 , 0, 0, 0, 0, 0, 0,0,0,0,0,0,0]
 [  0 ,172 ,  1,   1 ,  0 ,  0  , 0,   0   0   0   0   0   0]
 [  0 , 14 ,104 ,  0 ,  0 ,  1  , 0 ,  0   0   0   0   0   0]
 [  0 ,  3  , 0 ,108 ,  0 ,  0  , 0 ,  0   0   0   0   0   0]
 [  0 ,  0 ,  0 ,  0 ,152 , 34  , 0 ,  0   0   0   0   0   0]
 [  0 ,  0  , 0 ,  0  , 0 ,201 ,  0 ,  0   0   0   0   0   0]
 [  0 ,  0 ,  0 ,  0  , 0 ,  0 ,194 ,  0   0   0   0   1   0]
 [  0 ,  0  , 0 ,  0  , 0 ,  0 ,  0  , 0   0   0   0   0   0]
 [  0 ,  0  , 0  , 0 ,  0  , 0  , 0 ,  0   0   0   0   0   0]
 [  0 ,  0  , 0 ,  0 ,  0 ,  0  , 0 ,  0   0   0   0   0   0]
 [  0 ,  0  , 0 ,  0 ,  0 ,  0  , 0,   0   0   0   0   0   0]
 [  0 ,  0 ,  0 ,  0 ,  0 ,  0  , 0,   0  , 0   0   0   2   0]
 [  0 ,  0,   0 ,  1 ,  0 ,  0 ,  0 ,  0 ,  0   0   0   0   0]]
'''
os.system('pause')