IDRF: An Improved Dynamic Random Forest Approach for Blockchain Time Series Data Classification.
Ahmed Faris AlsayyadMohamed MabroukAhmed Al-ShammariMounir ZriguiPublished in: ACIIDS (1) (2024)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- random forests
- cancer classification
- feature selection
- classification accuracy
- decision tree learning algorithms
- feature importance
- support vector machine
- ensemble classifier
- classification models
- ensemble methods
- multi label
- support vector machine svm
- feature ranking
- feature vectors
- feature space
- text classification
- class labels
- support vector
- supervised learning
- classification algorithm
- generalization ability
- machine learning algorithms
- logistic regression
- benchmark datasets
- prediction accuracy
- neural network
- unsupervised learning
- graph cuts
- higher order
- machine learning
- data mining