CHI2CV : Feature Selection using Chi-Square with Cross-Validation for Intrusion Detection System.
Aulia Teaku NururrahmahTohari AhmadPublished in: ISDFS (2023)
Keyphrases
- cross validation
- information gain
- chi square
- intrusion detection system
- feature selection
- model selection
- intrusion detection
- support vector
- text categorization
- anomaly detection
- grid search
- mutual information
- fold cross validation
- decision trees
- logistic regression
- classification accuracy
- hyperparameters
- text classification
- training set
- computer systems
- support vector machine
- machine learning
- data mining techniques
- feature set
- correlation coefficient
- feature subset
- dimensionality reduction
- k nearest neighbor
- high dimensional
- feature space
- unsupervised learning
- unlabeled data
- data mining
- sample size
- pairwise
- face recognition
- information retrieval