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icdm-experiments

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Use when designing or auditing the empirical evaluation for an ICDM (IEEE International Conference on Data Mining) paper - mining-task definition, strong and fairly-tuned baselines, ablations that isolate the named mechanism, scalability curves that test scale claims, and discovery-validity checks that separate real findings from evaluation artifacts.

When to use

• designing empirical evaluation for ICDM papers
• auditing ICDM paper evaluations
• defining mining tasks operationally
• selecting and tuning baselines
• designing ablations to isolate mechanisms
• testing scalability claims
• checking discovery validity

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