BBC

Shap - Weather warnings issued

Tonight will be mainly dry and cold. Turning cloudier towards the end of the night with a band of patchy rain and snow moving in from the west. Wednesday Tomorrow will be cloudy with patchy outbreaks ...
Investing

Spree Acquisition 1 Corp Ltd (SHAP)

Spree Acquisition 1 Corp Ltd (SHAP) Spree Acquisition 1 Corp Ltd stock price live, this page displays NYSE SHAP stock exchange data. View the SHAP premarket stock price ahead of the market session or ...
IEEE

Problems With SHAP and LIME in Interpretable AI for Education: A Comparative Study of Post-Hoc Explanations and Neural-Symbolic Rule Extraction

Abstract: Given that education is classified as a ‘high-risk’ domain under regulatory frameworks like the EU AI Act, ensuring accurate and trustworthy interpretability in educational AI applications ...
IEEE

SHAP-based Interpretable Models for Credit Default Assessment Using Machine Learning

Abstract: In recent years, the issue of credit fraud risk has garnered increased attention from the banking and financial sectors. However, prevailing credit assessment models predominantly focus on ...
GitHub

TokenSHAP, PixelSHAP & AgentSHAP: Interpreting Large Language, Vision-Language Models and AI Agents

TokenSHAP explains the output of large language models (LLMs) by computing Shapley values for input tokens. It estimates how much each token contributes to the final model response. PixelSHAP extends ...
GitHub

Contextual AI adds explainability to different stages of machine learning pipelines - data, training, and inference - thereby addressing the trust gap between such ML systems ...

In this simple example, we will attempt to generate explanations for some ML model trained on 20newsgroups, a text classification dataset. In particular, we want to find out which words were important ...