So, just like before, we're going to do .predict on house2.
And, it predicts it costs only $1.25 million.
So, it didn't do so well.
So let's look at what the more advanced models,
so my_features model.predict does.
And before I hit Enter here,
it's good to start thinking about what should happen here.
The other house, the one above, where the, the one with more features,
more than one features didn't make a big difference or actually did worse,
was a pretty standard house for Seattle.
Standard number of bedrooms, standard number of bathrooms,
it was kind of common, so you expected both models to do about the same.
But this house is crazy.
It has features which are hard to capture just because of the square feet.
It has waterfront.
It has lots of bathrooms, lots of bedrooms.
So we expect here for the more advanced feature model to do better.
Oh, I misspelled something.