Skip to content

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

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Closed
VolodymyrOrlov opened this issue Jan 4, 2021 · 0 comments · Fixed by #287 · May be fixed by #288
Closed

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

Comments

@VolodymyrOrlov
Copy link
Collaborator

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.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request good first issue Good for newcomers help wanted Extra attention is needed
Projects
None yet
2 participants