ROCpAI

ROCpAI analyzes Receiver Operating Characteristic (ROC) curves, identifies their type, and calculates the most accurate area under the curve method, with the ability to standardize proper and improper partial Area Under the Curve (pAUC).

Key Features:

• ROC Curve Analysis: Analyzes ROC curves and identifies them among different types of ROC curves.
• AUC Calculation: Calculates the area under the curve through the most accurate method.
• pAUC Standardization: Standardizes both proper and improper partial Area Under the Curve (pAUC).

Scientific Applications:

• Classifier Evaluation: Provides Receiver Operating Characteristic Partial Area Indexes for evaluating classifiers.

Methodology:

The package identifies different types of ROC curves and selects the most accurate method for calculating the area under the curve.