Slice a single element array using Numpy indexing

[khordoo]

This is not an issue per se. There is a more convenient and natural way of single-element array slicing in NumPy.

Instead of :
lr.predict(X_test_std[0, :].reshape(1, -1))
We can do :

lr.predict(X_test_std[:1, :])