A Gentle Introduction to Probability Scoring Methods in Python
Last Updated on December 31, 2019 How to Score Probability Predictions in Python andDevelop an Intuition for Different Metrics. Predicting probabilities instead of class labels for a classification problem can provide additional nuance and uncertainty for the predictions. The added nuance allows more sophisticated metrics to be used to interpret and evaluate the predicted probabilities. In general, methods for the evaluation of the accuracy of predicted probabilities are referred to as scoring rules or scoring functions. In this tutorial, you […]
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