---
title: "Discussion on \"Episode 14:\nPhase 3: Baseline Models\" | Hashnode"
description: "Discussion on \"Episode 14:\nPhase 3: Baseline Models\". Title: I Ran Three Baseline Models on Churn Data. The Simplest One Won.\n\nAct 1 — The Setup\nPhase 2 left me with a clean preprocessing pipeline. A ColumnTransformer that handles three feature types, a"
url: "https://hashnode.com/posts/episode-14-phase-3-baseline-models/69ee02603d6a492cddf82c14"
---

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# [Episode 14: Phase 3: Baseline Models](https://adityand.hashnode.dev/episode-14-phase-3-baseline-models?utm_source=hashnode&utm_medium=feed)

Title: I Ran Three Baseline Models on Churn Data. The Simplest One Won. Act 1 — The Setup Phase 2 left me with a clean preprocessing pipeline. A ColumnTransformer that handles three feature types, a

Apr 26 · 6 min read · adityand.hashnode.dev  
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## Written by

[Aditya Dandia](https://hashnode.com/@adityand)

@adityand · Bengaluru, India

  
[View profile](https://hashnode.com/@adityand)

ML engineer in progress. Building from scratch.

A learner building ML algorithms from scratch to actually understand what's happening under the hood. Writing about the math, the mistakes, and the process and not just the results.

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