您位於此處:
不同的影響警示
表示不同類別的處理方式有顯著差異,這表示可能有偏差。
考慮採取的動作
進一步調查變數,以判斷其是否反映差別待遇。請考慮從情節中移除任何偏差變數來移除其影響,並產生更為道德且負責的洞察和模型。若要深入瞭解,請參閱偵測並移除模型中的偏差。
偵測方法
針對敏感變數,當群組的所選資料低於具有最高選擇率群組的 80% 時,Einstein Discovery 便會發出此資料警示。80% 閾值為針對偵測不同影響時廣泛使用的標準。
表示不同類別的處理方式有顯著差異,這表示可能有偏差。
進一步調查變數,以判斷其是否反映差別待遇。請考慮從情節中移除任何偏差變數來移除其影響,並產生更為道德且負責的洞察和模型。若要深入瞭解,請參閱偵測並移除模型中的偏差。
針對敏感變數,當群組的所選資料低於具有最高選擇率群組的 80% 時,Einstein Discovery 便會發出此資料警示。80% 閾值為針對偵測不同影響時廣泛使用的標準。

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