The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy.
Jaafar JaafariSamira DouziKhadija DouziBadr HssinaPublished in: J. Big Data (2022)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- ensemble methods
- surgical tools
- feature extraction
- image classification
- classification accuracy
- machine learning
- pattern recognition
- support vector machine svm
- feature selection
- decision trees
- support vector machine
- machine learning algorithms
- benchmark datasets
- data sets
- support vector
- base classifiers
- classification algorithm
- minimally invasive surgery
- learning algorithm
- random forest
- training set
- supervised learning
- active learning