Ilia Teimouri PhD

AI

Mastering Uncertainty with CatBoost

Unveiling the power of Prediction Intervals Ilia Teimouri PhD · Follow Published in Towards Data Science · 6 min read · 11 hours ago — Photo by Ian Taylor on Unsplash. Prediction intervals play a crucial role in regression analysis, especially when the objective extends beyond mere point predictions to assess the uncertainty or variability of the predictions. Unlike point predictions, which provide a single estimated value for each input, prediction intervals offer a range

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