AutoML Reference
CommunityAutomate ML model building.
Data & Analytics#data science#machine learning#feature engineering#model training#predictive modeling#automl
Authorsorodriguezz
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the complex and time-consuming process of building accurate predictive machine learning models, making advanced AI accessible without deep expertise.
Core Features & Use Cases
- Automated Feature Engineering: Intelligently processes various data types (text, lists, numerics) into formats suitable for machine learning.
- Automated Model Training: Selects and trains multiple algorithms (XGBoost, Neural Networks, Logistic Regression, Random Forest) to find the best performing model.
- Use Case: A business analyst can use this Skill to quickly build a customer churn prediction model from raw sales data, enabling proactive customer retention strategies.
Quick Start
Use the AutoML Reference skill to understand how to classify columns in a dataset for machine learning.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: AutoML Reference Download link: https://github.com/sorodriguezz/skills-objectscript/archive/main.zip#automl-reference Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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