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When the confidence score is 1, we are 100% sure about the prediction.Generating such confidence score requires statistical inference.Statistics is essential when evaluating a data mining model. For example, if we test with 1000 people in treatment group (Group A) vs. In data collection phrase, statistics helps us to decide the size of training data (sample), and whether it is representative.1000 people in control group (Group B) and find Group A has better performance, is this result conclusive? Not to mention, some current popular machine learning methods such as logistic regression were originally developed in statistics community.Pick up bars/clubs: Simmers restaurant on Kenyatta Avenue (evenings) from 6pm onwards.

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