#Confusion matrix 보는법
import sklearn
from sklearn.metrics import confusion_matrix
#scikit-learn을 이용해서 confusion matrix 도출
print(confusion_matrix(np.argmax(y_valid,axis=-1), np.argmax(pred,axis=-1)))
[[ 977 0 0 0 0 1 1 1 0 0]
[ 0 1134 0 1 0 0 0 0 0 0]
[ 1 0 1028 0 0 0 0 3 0 0]
[ 0 0 1 1006 0 2 0 0 1 0]
[ 0 0 0 0 972 0 0 0 1 9]
[ 1 1 0 5 0 884 1 0 0 0]
[ 6 4 0 0 1 0 946 0 0 1]
[ 0 4 0 0 1 0 0 1022 0 1]
[ 1 0 0 1 1 1 0 0 966 4]
[ 0 2 0 0 4 2 0 2 1 998]]
오늘도 깊은 하루 되세요