results

# let's see the test accuracy
for k, v in test_accuracy.items():
    print("test accuracy for {} n_neighbors is {} %".format(k,round(v*100,3)))

test accuracy for 1 n_neighbors is 94.406 %
test accuracy for 5 n_neighbors is 95.804 %
test accuracy for 10 n_neighbors is 95.105 %
test accuracy for 20 n_neighbors is 96.503 %
test accuracy for 50 n_neighbors is 93.007 %
test accuracy for 100 n_neighbors is 93.706 %

# let's see the train accuracy
for k, v in train_accuracy.items():
    print("train accuracy for {} n_neighbors is {} %".format(k,round(v*100,3)))

train accuracy for 1 n_neighbors is 100.0 %
train accuracy for 5 n_neighbors is 94.366 %
train accuracy for 10 n_neighbors is 93.192 %
train accuracy for 20 n_neighbors is 92.488 %
train accuracy for 50 n_neighbors is 90.845 %
train accuracy for 100 n_neighbors is 90.376 %