classification-helper

Quick classifier training with automatic model selection, hyperparameter tuning, and comprehensive evaluation metrics.

$ 설치

git clone https://github.com/dkyazzentwatwa/chatgpt-skills /tmp/chatgpt-skills && cp -r /tmp/chatgpt-skills/classification-helper ~/.claude/skills/chatgpt-skills

// tip: Run this command in your terminal to install the skill

SKILL.md

View on GitHub →

name: classification-helper description: Quick classifier training with automatic model selection, hyperparameter tuning, and comprehensive evaluation metrics.

Classification Helper

Train and evaluate classification models with automatic model selection.

Features

Auto Model Selection: Compare multiple classifiers
Hyperparameter Tuning: Grid/random search
Evaluation Metrics: Accuracy, precision, recall, F1, ROC-AUC
Cross-Validation: K-fold validation
Confusion Matrix: Detailed error analysis
Feature Importance: Top predictive features
Model Export: Save trained models

CLI Usage

python classification_helper.py --data train.csv --target class --test test.csv --output model.pkl

Dependencies

scikit-learn>=1.3.0
pandas>=2.0.0
numpy>=1.24.0
matplotlib>=3.7.0
seaborn>=0.12.0