半径为1的圆形结构元素是不是就和下面这张图的十字结构一样的?
In [110]:
from sklearn.model_selection import cross_val_score
time: 389 µs
In [111]:
scores = cross_val_score(knn,X2,y,cv = 10)
scores.mean()
Out[111]:
0.7828535943892461
time: 86.5 ms
In [112]:
clf_1_ = DecisionTreeClassifier()
scores = cross_val_score(clf_1_,X1,y,cv = 10)
scores.mean()
Out[112]:
0.7563486265341905
time: 107 ms
In [113]:
clf_2_ = SVC()
scores = cross_val_score(clf2,X_pca,y,cv = 10)
scores.mean()
Out[113]:
0.7189436002337815
time: 1.55 s