Transforming A Dataframe Using Numpy is Giving Wrong Values

Question

I have a dataframe which looks like:

    Values  Class
0   0.018342    2
1   -0.461340   2
2   -0.461340   2
3   1.787317    2
4   1.896320    2
5   0.987067    2