Soft votingAlso known as weighted average probability voting, it is a voting method that uses output class probability classification. It obtains the weighted average of the probability of each class by inputting weights, and selects the class with the larger value.

Soft voting vs hard voting

Soft voting returns the class label as the Argmax of the sum of predicted probabilities, which is achieved by outputting the class probability; hard voting is achieved by directly outputting the class label.

Parent term: Voting Classifier

Related terms: majority voting, majority voting, hard voting