TechTowards Data Scienceabout 3 hours ago
My Model Was Cheating on Its Own Test
1 min read
A preprocessing pipeline let a car price model peek at the test set before evaluation, inflating its R-squared by twelve points. The author detailed the leak and its impact on model performance.
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