2. Cost-sensitive and Value-driven models

• 2.1. Cost-Sensitive Logistic Regression (CSLogit)
  • 2.1.1. Regularization
  • 2.1.2. Cost Matrix
  • 2.1.3. Optimization
  • 2.1.4. References
• 2.2. Cost-Sensitive Gradient Boosting (CSBoost & B2Boost)
  • 2.2.1. CSBoost
  • 2.2.2. Cost Matrix
  • 2.2.3. B2Boost
  • 2.2.4. References
• 2.3. Boosting Algorithms Custom Cost Functions
• 2.4. Robust Cost-Sensitive Classification (RobustCS)
  • 2.4.1. Usage
  • 2.4.2. References
• 2.5. Profit-Driven Logistic Regression (ProfLogit)
  • 2.5.1. Regularization
  • 2.5.2. Optimization
  • 2.5.3. References