# Yeloo Vibe Skills Training Machine Learning Models > Ml Model Trainer - Skill: `tomevault-io/yeloo-vibe-skills-training-machine-learning-models` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add tomevault-io/yeloo-vibe-skills-training-machine-learning-models` - Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/yeloo-vibe-skills-training-machine-learning-models/raw - Safety review: pending (external: skill-scanner PASS, skillspector PASS) - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: AI & ML - Author: tomevault-io (https://skillmd.com/u/tomevault-io) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/tomevault-io/yeloo-vibe-skills-training-machine-learning-models --- # Ml Model Trainer Use this skill when the user wants to fit a model, choose algorithms, and produce a trained artifact. ## Overview This skill owns the training loop: selecting candidate models, fitting them with a validation strategy, and producing reusable model outputs. ## When to Use This Skill - Training a classifier or regressor from prepared data - Selecting among candidate algorithms and hyperparameters - Saving a model, pipeline, or reproducible training recipe ## Not For / Boundaries - Metric selection and benchmark comparison alone: use `evaluating-machine-learning-models` - Feature creation or transformation strategy alone: use `engineering-features-for-machine-learning` - Train/test contamination review: use `ml-data-leakage-guard` ## Typical Outputs - Training plan and candidate model shortlist - Fitted model or pipeline artifacts - Notes on validation strategy and handoff to evaluation/reporting ## Related Skills - `evaluating-machine-learning-models` after fitting - `ml-data-leakage-guard` before trusting the result --- > Source: [yeloo/Vibe-Skills](https://github.com/yeloo/Vibe-Skills) — distributed by [TomeVault](https://tomevault.io).