根据官方文档和社区讨论,KernelExplainer对象默认不具有shap_interaction_values属性。这意味着尝试访问这个属性时,会遇到AttributeError。 查找相应的替代方法或属性: 如果你的目标是计算特征交互的影响,KernelExplainer并不支持这一功能。你可能需要使用其他类型的explainer,如TreeExplainer(对于树模型)或DeepExplainer(对于深度...
Hi, I was giving the DeepExplainer a try for estimating the shap interaction value, but received the following error message: AttributeError: 'DeepExplainer' object has no attribute 'shap_interaction_values' Are there plans to include th...
We already covered SHAP-explained models for classification and regression scenarios in a previous APL blog post, and at the time we talked briefly about the main effect of a predictor and its interaction effect with the other predictors of the model. Now with HANA ML 2.17, you have the abil...
Financial institutions, investors, mining companies and related firms need an effective accurate forecasting model to examine gold price fluctuations in order to make correct decisions.This paper proposes an innovative approach to accurately forecast gold price movements and to interpret predictions. First,...
We show that by additionally requiring the faithful interaction indices to satisfy interaction-extensions of the standard individual Shapley axioms (dummy, symmetry, linearity, and efficiency), we obtain a unique Faithful Shapley Interaction index, which we denote Faith-Shap, as a natural generalization...
Issue Description This is an follow up to #3187. In #3187 I reported on inconsistencies in the returned SHAP explainer object depending on the explanation task (e.g. classification bin/multi or regression; with or without feature interac...
Therefore, we (i) briefly review prior research on interactivity and naturalness in XAI, (ii) designed and implemented the interactive explanation interface SHAPRap that provides local and global Shapley explanations in an accessible format, and (iii) evaluated our prototype in a formative user ...
Shi C H,Zhu J,Wu J G,et al.Genetic and genotype × environment interaction effects from embryo , endosperm,cytoplasmand maternal plant for rice grain shape traits ofindicarice.Field Crops Research. 2000Shi C, Zhu J, Wu J, Fan L (2000). Genetic and genotype x environment interaction ...
doi:DE102010047845 A1Maier, ThomasKapourchali, Arsham HadianiPetrov, Aleko, Dipl.-Ing.DE
MAIER, THOMAS, PROF., DR.-ING.KAPOURCHALI, ARSHAM HADIANIPETROV, ALEKO, DIPL.-ING.