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Webb15 aug. 2014 · When I run my random forest model on my training data I get really high values for auc (> 99%). However when I run the same model on the test data the results are not so good (Accuracy of approx 77%). This leads me to believe that I am over fitting the training data. What are the best practices regarding preventing over fitting in … Webb20 feb. 2024 · High variance and low bias ; The model is too complex; The size of the training data ; Examples: Techniques to reduce overfitting: Increase training data. Reduce model complexity. Early stopping during the training phase (have an eye over the loss over the training period as soon as loss begins to increase stop training). to have butterflies in your stomach meaning
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