Crowd-Certain: Label Aggregation in Crowdsourced and Ensemble Learning Classification.
Mohammad S. MajdiJeffrey J. RodriguezPublished in: CoRR (2023)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- multiple classifiers
- class labels
- ensemble methods
- weak learners
- base classifiers
- individual classifiers
- pattern recognition
- classification accuracy
- text classification
- support vector machine svm
- training set
- support vector
- decision trees
- feature selection
- random forest
- benchmark datasets
- image classification
- machine learning
- neural network
- weighted voting
- training samples
- prediction accuracy
- machine learning algorithms
- classification algorithm
- machine learning methods
- text categorization
- classification models
- unlabeled data
- semi supervised learning
- unsupervised learning
- model selection
- feature set
- fuzzy logic
- feature vectors
- high dimensional