# Pablodiegoo Data Pro Skill Machine Learning Lite > Machine Learning Lite - Skill: `tomevault-io/pablodiegoo-data-pro-skill-machine-learning-lite` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add tomevault-io/pablodiegoo-data-pro-skill-machine-learning-lite` - Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/pablodiegoo-data-pro-skill-machine-learning-lite/raw - Safety review: pending (external: skill-scanner PASS, skillspector PASS) - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: tomevault-io (https://skillmd.com/u/tomevault-io) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/tomevault-io/pablodiegoo-data-pro-skill-machine-learning-lite --- # Machine Learning Lite This skill restricts the agent to using simple, highly interpretable Machine Learning methods focused on inference rather than production deployment. Deep learning or black-box predictions are strictly out of scope. ## Core Capabilities ### 1. Interpretability & Testing - **`permutation_feature_importance.py`**: Calculates the true model importance of variables by randomly shuffling them. - **`permutation_test_utilities.py`**: Rigorous statistical testing without assuming underlying data distributions. ## Guidelines - Always prefer Random Forest or Logistic Regression for feature extractability. - If classes are highly skewed, refer to `references/imbalanced_data_strategies.md`. --- > Source: [pablodiegoo/Data-Pro-Skill](https://github.com/pablodiegoo/Data-Pro-Skill) — distributed by [TomeVault](https://tomevault.io).