COMPARATIVE STUDY OF XAI USING FORMAL CONCEPT LATTICE AND LIME
Local Interpretable Model Agnostic Explanation (LIME) is a technique to explain a black box machine learning model using a surrogate model approach. While this technique is very popular, inherent to its approach, explanations are generated from the surrogate model and not directly from the black box...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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ICT Academy of Tamil Nadu
2022-10-01
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| Series: | ICTACT Journal on Soft Computing |
| Subjects: | |
| Online Access: | https://ictactjournals.in/ArticleDetails.aspx?id=10625 |