litovalex/learning-with-teacher

Столбец "маркет_актив_тек_мес"

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#1 opened on Jan 24, 2025

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good first issue

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Description

Возможно показатели улучшаться если столбец "маркет_актив_тек_мес" поместить в OHE кодировщик вместо скалера.

Contributor guide

Research direction
Use one hot encoding for the column 'маркет актив тек мес' instead of scaling it. Replace the scaler step with an OHE encoder, e.g., using sklearn's OneHotEncoder. Ensure the column is categorical before encoding.
Tech stack
pythonpandasscikit learn
Domain
machine learningdata
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
1
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Under 1 hour
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Pythonpandasscikit learn
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
75