All_features_predictions is less than what we expected

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#1

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Can someone please tell me why the code doesn’t work when I am making a list with all of the features, instead of using the remove method?
Thanks in advance!

#2

Apparently, the order in which the features are listed is important.

If you change to this:

features = ['accommodates', 'bedrooms', 'bathrooms', 'beds', 'minimum_nights', 'maximum_nights', 'number_of_reviews']

you get the correct mse.

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#3

Thanks so much!
However, why does the order matter?

#4

@hossainms2017

Thanks for marking as solution.

Per your question, I may have to do some experiments with the version of pandas and Python to observe the difference. I do not have any explanation top of my head.

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