A Hyperparameter Tuned Ensemble Learning Classification of Transactions over Ethereum Blockchain.
Rohit SaxenaDeepak AroraVishal NagarSatyasundara MahapatraMalay TripathiPublished in: FICTA (2) (2023)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- multiple classifiers
- weak learners
- support vector machine
- ensemble methods
- support vector
- support vector machine svm
- pattern recognition
- decision trees
- classification accuracy
- base classifiers
- random forest
- model selection
- concept drift
- classification algorithm
- individual classifiers
- neural network
- class labels
- training samples
- text classification
- image classification
- feature space
- learning algorithm
- machine learning
- unlabeled data
- unsupervised learning
- machine learning methods
- supervised learning
- high dimensional
- pairwise
- training set
- feature extraction
- base learners
- data sets