Predict Adult Income

Advanced classification project · 26 steps · Logistic regression · random forest

About

Build a realistic income classifier on messy census-style tabular data, then evaluate threshold and error tradeoffs.

Uses local copies of UCI Adult files (adult.data/adult.test). Source dataset is licensed under CC BY 4.0 with attribution to UCI.

Work through TODOs in order: clean data quirks, build pipelines, compare models, and analyze mistakes.

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