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Implement a new method that predicts probabilities, where it makes sense #50

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VolodymyrOrlov opened this issue Jan 4, 2021 · 0 comments · Fixed by #287 · May be fixed by #288
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Implement a new method that predicts probabilities, where it makes sense #50

VolodymyrOrlov opened this issue Jan 4, 2021 · 0 comments · Fixed by #287 · May be fixed by #288
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enhancement New feature or request good first issue Good for newcomers help wanted Extra attention is needed

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@VolodymyrOrlov
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Classification algorithms usually offer a way to quantify certainty of a prediction. In Scikit learn a method that returns probability estimates for all classes is called predict_proba.

We need a similar method in SmartCore. One way to do it is to define a new trait Classifier, that will have a function predict_proba, and implement this trait for every algorithm where predicts probabilities makes sense.

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enhancement New feature or request good first issue Good for newcomers help wanted Extra attention is needed
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