Classification of UNSW-NB15 dataset using Exploratory Data Analysis using Ensemble Learning.
Neha SharmaNarendra Singh YadavSaurabh SharmaPublished in: EAI Endorsed Trans. Ind. Networks Intell. Syst. (2021)
Keyphrases
- ensemble learning
- exploratory data analysis
- generalization ability
- ensemble classifier
- decision trees
- classification algorithm
- ensemble methods
- benchmark datasets
- predictive modeling
- classification accuracy
- naive bayes
- principal components analysis
- feature set
- image classification
- feature selection
- random forest
- text classification
- support vector
- feature vectors
- support vector machine
- pattern recognition
- image processing
- feature extraction
- feature space
- machine learning
- machine learning methods
- support vector machine svm
- base classifiers
- knowledge discovery
- cost sensitive
- data clustering
- prediction accuracy
- unlabeled data