Following example – we have a list of hotels with profit, price in millions, square meters and city. The idea is, that we use machine learing to develope a model, in which we calculate the highest profits.
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In our model we can see:
model.predict([[10000, 300, 0, 0], [10000, 300, 1, 0], [10000, 300, 0, 1]])
a very nice expected profit for the different hotels.
array([[10.67790414], [ 7.40227993], [ 4.45206364]])