RULEM: A novel heuristic rule learning approach for ordinal classification with monotonicity constraints.
Wouter VerbekeDavid MartensBart BaesensPublished in: Appl. Soft Comput. (2017)
Keyphrases
- ordinal classification
- rule learning
- monotonicity constraints
- hill climbing
- subgroup discovery
- inductive logic programming
- logic programs
- rule sets
- decision rules
- simulated annealing
- binary classification
- multi class classification
- dynamic programming
- optimal solution
- tabu search
- inductive learning
- search algorithm
- exact algorithms
- neural network
- support vector machine
- equality constraints
- data mining