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Elastic Net Feature Selection

Category: Product  ·  Sub-category: product-misc  ·  Last updated:
Use when selecting predictive genes or other molecular features from bulk expression matrices for binary case-vs-control classification with elastic net logistic regression, including coefficient path and cross-validation plots. Trigger keywords: elastic net, glmnet, feature selection, binary classification, lambda.min, lambda.1se. NOT for: survival/Cox modeling, multiclass outcomes, single-cell data, or non-expression tables.

What this skill does

Elastic Net Feature Selection is a community-contributed Claude Code skill in the product-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/elastic-net-feature-selection/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when selecting predictive genes or other molecular features from bulk expression matrices for binary case-vs-control classification with elastic net logistic regression, including coefficient path and cross-validation plots. Trigger keywords: elastic net, glmnet, feature selection, binary classification, lambda.

Who uses this skill

The Elastic Net Feature Selection Claude Code skill is built for product managers, product designers, and cross-functional teams planning, shipping, and measuring product features. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/elastic-net-feature-selection
curl -L https://claudskills.com/skills/elastic-net-feature-selection/SKILL.md \
  -o ~/.claude/skills/elastic-net-feature-selection/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/elastic-net-feature-selection/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/elastic-net-feature-selection/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\elastic-net-feature-selection\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

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See pricing → Download desktop app

Attribution & license

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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