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[VLDB 2024] P-Shapley: Shapley Values on Probabilistic Classifiers

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P-Shapley

Codebase for paper "P-Shapley: Shapley value on probabilistic classification".

Short talk about the P-Shapley: TBD.

Brief Intro

Simple accuracy is not sufficient for evaluting the performance of a classifier.

How to Reproduce the Experimental Results

A detailed guide to run the code and reproduce all experiments can be found here: vldb24-reproducibility.

.
├── data_preprocess  # Extract features from image datasets
├── case_study       # Case study for Section 3.3
└── experiment       # Experiments for Section 5

Examples

BibTeX citation

TBD

Correspondence

📬 Haocheng Xia | 📜 Homepage
📬 Xiang Li
📬 Junyuan Pang

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