Machine Learning Metrics Analyser

Calculates and analyzes common performance metrics for machine learning models, helping you evaluate model quality and generalization.

Features

• Classification Metrics: Accuracy, Precision, Recall, F1-Score
• Regression Metrics: RMSE, MAE, R-Squared
• Confusion Matrix: Visualize model performance on individual classes

Pricing

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

Use Cases

• Evaluating model performance
• Comparing different algorithms
• Monitoring model drift

Example Input

{
  "y_true": [1, 0, 1, 1],
  "y_pred": [1, 0, 0, 1]
}

Example Output

{
  "success": true,
  "accuracy": 0.75,
  "f1_score": 0.8,
  "message": "Performance metrics calculated successfully."
}

Integration

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