News Popularity Prediction with Ensemble Methods of Classification.
Aasim KhanGautam WorahMehul KothariYogesh H. JadhavAnant V. NimkarPublished in: ICCCNT (2018)
Keyphrases
- ensemble methods
- prediction accuracy
- machine learning methods
- ensemble classifier
- decision trees
- majority voting
- benchmark datasets
- generalization ability
- ensemble classification
- classification accuracy
- random forests
- individual classifiers
- classifier ensemble
- ensemble learning
- pattern recognition
- base classifiers
- random forest
- imbalanced data
- decision tree learning
- machine learning
- feature extraction
- support vector
- support vector machine svm
- feature selection
- image classification
- feature vectors
- base learners
- training set
- bootstrap sampling
- neural network
- text classification
- feature space
- support vector machine
- text categorization
- machine learning algorithms
- ensemble feature selection
- logistic regression