Discussions

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  RF + XGBoost ensemble model for industrial plant

  emiliomastriani asked Apr 25, 2025 in Q&A · Unanswered

  

  

  

  

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  Release 0.49.X with https://github.com/shap/shap/pull/4187

  pstrzelczak asked Nov 27, 2025 in General · Unanswered

  

  

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  Dropping support for smaller tree model libraries?

  CloseChoice started Nov 11, 2025 in Polls

  

  

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  Variance calculation in GradientExplainer

  tzvi-lederer-numenos asked Nov 10, 2025 in Q&A · Unanswered

  

  

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  Need help solving DimensionError bug in Image masker

  albas99 asked Nov 5, 2025 in Q&A · Unanswered

  

  

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  Explainer Method for a Polynomial Function

  KEYAGO asked Oct 27, 2025 in Q&A · Unanswered

  

  

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  When model accepts multiple inputs, how should I create a SHAP explainer?

  AlpAcA0072 asked Oct 25, 2025 in Q&A · Unanswered

  

  

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  When your XAI methods disagree - what do you actually do?

  BentleyRolling asked Oct 22, 2025 in General · Unanswered

  

  

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  TreeSHAP additivity fails on log-odds scale for one sample near a split threshold

  caozd999 asked Oct 3, 2025 in Q&A · Unanswered

  

  

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  Updated SHAP Force Plot w/ Single Feature & Histogram

  brihart3 asked Sep 24, 2025 in General · Unanswered

  

  

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  Disabling Progress Bar in Explainers

  rglynn asked Sep 1, 2021 in Q&A · Unanswered

  

  

  

  

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  BART (Bayesian Additive Regression Trees) model implementation compatible with TreeShap

  marcoBmota8 asked Aug 13, 2025 in Ideas · Unanswered

  

  

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  Random survival forest support?

  Laika27 asked Feb 9, 2021 in Q&A · Unanswered

  

  

  

  

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  Shap Waterfall Plot - Styling Question and Small Value Issue

  apoluka asked Jul 31, 2025 in Q&A · Unanswered

  

  

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  Inconsistent behavior of DeepExplainer with multi-output models ??

  papsissoko asked Jul 16, 2025 in Q&A · Unanswered

  

  

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  Differences in Beeswarm vs Summary Plot

  manavka asked Jul 31, 2023 in Q&A · Unanswered

  

  

  

  

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  SHAP for DNNs: Should Background Data Be Class-Balanced When Using Weighted Loss for Imbalanced Binary Classification?

  blackpearl006 asked Jul 5, 2025 in Q&A · Answered

  

  

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  Interpreting Multicollinear Models with SHAP: Challenges with XGBoost and Isotonic Regression

  EltarrLok asked Apr 8, 2025 in Q&A · Unanswered

  

  

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  Do we have control over the coalitions when we use KernelSHAP?

  giovana-morais asked Jul 9, 2025 in Q&A · Unanswered

  

  

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  Is it recommended to use shap with background dataset when we use lightgbm model?

  amitli1 asked Jul 8, 2025 in General · Unanswered

  

  

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  When using the trained deep forest model to calculate SHAP values, the features passed in should be those of the dataset itself. However, with each additional layer in the trained deep forest model, the number of features increases by one layer. This results in an eventual error.

  Marvin-LiJunZan asked Apr 24, 2025 in General · Unanswered

  

  

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  SHAP Value with one-hot encoding by LightGBM

  hugolam1 asked Nov 7, 2023 in Q&A · Unanswered

  

  

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  How can I add decision/force plot into subplot?

  jacktang asked Apr 5, 2025 in General · Unanswered

  

  

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  Is Shap compatible with multi-indexed pandas dataframes?

  colasriev asked Jan 14, 2025 in General · Unanswered

  

  

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  [Clarification] Feature importance example may require update

  samithamphk asked Mar 18, 2025 in General · Unanswered

  

  

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