How to effectively use machine learning models to predict the solutions for optimization problems: lessons from loss function.
Mahdi AbolghasemiBabak AbbasiToktam BabaeiSeyedeh Zahra HosseinifardPublished in: CoRR (2021)
Keyphrases
- loss function
- machine learning models
- learning models
- optimization problems
- convex loss functions
- pairwise
- support vector
- spam filtering
- cost function
- risk minimization
- machine learning algorithms
- evolutionary algorithm
- machine learning approaches
- objective function
- machine learning
- data mining
- predictive model
- optimal solution
- boosting framework