Question

If we are provided with an infinite sized training set which of the following classifier will have the lowest error probability? Decision tree,K-nearest neighbor classifier,Bayes classifier,Support vector machine

Answer 1

Answer:

Bayes classifier

Explanation:

Among the four options given the best answer to this is Bayes classification.

If we talk about statistical classification, Bayes error rate is the lowest probability of error for any classifier .

This is widely used in machines learning where the chances of minimum must be minimum to ensure safe and optimal decision making and outcome, though it requires huge computational power also