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Category: Confidence intervals

Prediction intervals for Random Forests

June 2, 2015

An aspect that is important but often overlooked in applied machine learning is intervals for predictions, be it confidence or prediction intervals. For classification tasks, beginning practitioners quite often conflate probability with confidence: probability of 0.5 is taken to mean … Continue reading →

Posted in Confidence intervals, Random forest | Replies: 37

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