Determine the best ML algorithm for a specific problem.
Recommend ML models for: Problem type: {PROBLEM} (e.g., Classification, Regression, Clustering) Data size: {SIZE} Feature type: {FEATURES} (Text, Image, Tabular) Latency requirements: {LATENCY} Provide: 1. Top 3 algorithm recommendations 2. Pros and Cons of each 3. Preprocessing needed 4. Evaluation metrics to use 5. Pitfalls to watch out for
Nilesh Raut
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Claude
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