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select-modeling-techniques

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Select the best modeling techniques with rationale.

Data & Analytics#documentation#modeling#baseline#notebooks#technique-selection#data-mining#crisp-dm
Authorthbraet
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This skill guides teams in selecting the most appropriate modeling techniques for a CRISP-DM 4.1 project by systematically evaluating candidate methods against defined goals, data characteristics, and constraints.

Core Features & Use Cases

  • Evaluate candidate modeling techniques against data mining goals, data characteristics, and constraints.
  • Produce a structured technique selection report and a baseline artifact in docs/crisp-dm/4-modeling/.
  • Generate a Jupyter notebook with analysis and a summary document for CRISP-DM phase 4 artifacts.

Quick Start

Provide your project context and run the technique selection workflow to generate the report and baseline artifacts.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: select-modeling-techniques
Download link: https://github.com/thbraet/claude-template/archive/main.zip#select-modeling-techniques

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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