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SHAP Model Explainability
shap
K-Dense-AI/claude-scientific-skills
318
Guides using SHAP to explain ML predictions, compute feature importance, generate diagnostic plots, debug models, analyze bias, and compare models across tree, deep, linear, or black-box architectures.
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Prioritizing Movie Clues for Search
movie-distinctive-clue
EverMind-AI/EverOS
292
This technique guides users on how to construct highly effective search queries for movies. When a movie question contains both general plot descriptions and highly specific details (such as exact quotes, precise rating language, or specific award names), the user must prioritize the most discriminative clue. By focusing on unique identifiers, this method significantly improves the accuracy and efficiency of information retrieval.
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SHAP Model Explainability
shap
K-Dense-AI/scientific-agent-skills
288
Guides using SHAP to explain ML predictions, compute feature importance, generate diagnostic plots, debug models, analyze bias, and compare models across tree, deep, linear, or black-box architectures.
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