Machine Learning Techniques for Classification of Spambase Dataset: A Hybrid Approach.
Shikha VermaArun Kumar GautamPublished in: ISCSIC (2019)
Keyphrases
- benchmark datasets
- machine learning
- classification algorithm
- pattern recognition
- machine learning methods
- uci datasets
- automatic classification
- machine learning approaches
- classification accuracy
- support vector
- decision trees
- support vector machine
- training dataset
- pattern classification
- classification process
- classification systems
- feature set
- machine learning algorithms
- supervised learning
- classification scheme
- document classification
- feature selection
- fold cross validation
- data sets
- classification method
- class labels
- feature vectors
- classification rules
- cross validation
- classification models
- naive bayes
- support vector machine svm
- object classification
- semi supervised learning
- image classification
- rough sets
- bayesian methods
- feature space
- database
- protein classification