How to give sample weights? · automl/auto-sklearn#288

(24 comments) (6 reactions) (0 assignees)Python (7,270 stars) (1,265 forks)batch import

Good first issueNeed contributorenhancement

説明

Is there a way to give sample weights to the fit method? I see that the metrics can take it as an argument, but the fit method doesn't.

技術スタック: python
領域: datamachine learning
Issue 種別: feature
難度: 3
推定時間: 3-5 days
活動状況: stale
明確さ: mostly clear
前提条件: understanding of auto sklearn APIfamiliarity with scikit learn sample weight
初心者向け度: 60
調査方針: The issue requests adding sample weights support to the fit method. Review the 24 comments for design discussions and potential pitfalls. The main task is to add a 'sample weight' parameter to the fit method in the main AutoML class and propagate it to underlying estimators. Check if any existing metrics already handle sample weights to ensure consistency. Look at the codebase in auto sklearn/estimators/ or similar to understand where to integrate.