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01 / Context

The problem

Text classification requires explicit preprocessing and a measurable baseline before model comparisons are meaningful.

02 / Implementation

What I built

Implemented a Logistic Regression text-classification workflow with repository-contained training material.

Current status
Research
Evidence path
1 public link

03 / Current outcome

What exists today

A focused ML foundation project for supervised classification and baseline evaluation.

Boundary

What this page does not claim

Research experiment; no current accuracy claim or deployed prediction service is published here.

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