Vanishing boosted weights: A consistent algorithm to learn interpretable rules.
Nataliya SokolovskaYasser Mohseni BehbahaniPublished in: Pattern Recognit. Lett. (2021)
Keyphrases
- experimental evaluation
- times faster
- learning algorithm
- search space
- weighted average
- high accuracy
- computational cost
- significant improvement
- relative frequencies
- globally optimal
- cost function
- objective function
- preprocessing
- detection algorithm
- optimal solution
- recognition algorithm
- matching algorithm
- clustering method
- np hard
- particle swarm optimization
- support vector machine
- optimization algorithm
- theoretical analysis
- computationally efficient
- classification algorithm
- classification rules
- computational complexity
- probabilistic model
- k means
- unsupervised manner
- decision trees