Multinomial Classification of Neurosurgical Operations Using Gradient Boosting and Deep Learning Algorithms.
Gleb DanilovKonstantin KotikMichael ShifrinYulya StruninaTatiana PronkinaTatyana TsukanovaVladimir NepomnyashiyNikolay KonovalovAlexander PotapovPublished in: ICIMTH (2022)
Keyphrases
- gradient boosting
- text classification
- learning algorithm
- machine learning algorithms
- machine learning
- supervised learning
- image classification
- classification algorithm
- support vector
- support vector machine svm
- feature selection
- support vector machine
- model selection
- learning problems
- classification accuracy
- probabilistic model
- feature vectors
- training samples
- active learning
- classification method
- machine learning methods
- feature space
- generalization ability
- semi supervised learning
- svm classifier
- base learners
- feature extraction