JOURNAL ARTICLE

Enhancing trust and interpretability of complex machine learning models using local interpretable model agnostic shap explanations

Sai Ram Aditya ParisineniMayukha Pal

Year: 2023 Journal:   International Journal of Data Science and Analytics Vol: 18 (4)Pages: 457-466   Publisher: Springer International Publishing
Keywords:
Interpretability Computer science Artificial intelligence Machine learning Interpretation (philosophy) Decision tree Tree (set theory) Mathematics

Metrics

62
Cited By
15.84
FWCI (Field Weighted Citation Impact)
22
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Explainable Artificial Intelligence (XAI)
Physical Sciences →  Computer Science →  Artificial Intelligence
Adversarial Robustness in Machine Learning
Physical Sciences →  Computer Science →  Artificial Intelligence
Machine Learning and Data Classification
Physical Sciences →  Computer Science →  Artificial Intelligence
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