4. Model Selection and Evaluation

• 4.1. Protocols for Quantification
  • 4.1.1. Artificial-Prevalence Protocol (APP)
  • 4.1.2. Natural-Prevalence Protocol (NPP)
  • 4.1.3. Uniform Prevalence Protocol (UPP)
  • 4.1.4. Personalized Prevalence Protocol (PPP)
• 4.2. Tuning Hyperparameters
• 4.3. References
• 4.4. Evaluation Metrics
  • 4.4.1. Single Label Quantification (SLQ) Metrics
  • 4.4.2. Regression-Based Quantification (RQ) Metrics
  • 4.4.3. Ordinal Quantification (OQ) Metrics