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“Master the Art of Scientific Experimentation: A Comprehensive Guide to Crafting Robust Machine Learning Experiments”Disclaimer: This post has been generated using generative AI and is currently being tested. Get started generating your own with Cohere.TL;DR:TL;DR: To reliably compare ML models, identify the approach as specific or generic, use a representative dataset, choose a relevant evaluation metric, and use a proper cross-validation/train-test split scheme for specific approaches or stati...