Machine Learning Feature Selector

Automatically identifies and selects the most relevant features in a dataset to reduce model complexity and improve performance.

Features

• Univariate Selection: Select features based on statistical tests
• Recursive Feature Elimination (RFE): Rank features by importance
• Correlation Analysis: Identify and remove redundant features

Pricing

• Price: 0.001 USDT per API call
• Payment: Integrated via SkillPay.me

Use Cases

• Feature engineering
• Reducing model training time
• Enhancing model interpretability

Example Input

{
  "dataset": "https://example.com/features.csv",
  "num_features": 5
}

Example Output

{
  "success": true,
  "selected_features": ["feature_1", "feature_4", "feature_7", "feature_9", "feature_12"],
  "message": "Top 5 most important features identified."
}

Integration

This skill is integrated with SkillPay.me for automatic micropayments. Each call costs 0.001 USDT.