Hybrid model of correlation based filter feature selection and machine learning classifiers applied on smart meter data set.
Janvier Omar SinayobyeFred N. KiwanukaSwaib Kaawaase KyandaRichard MusabePublished in: SEiA@ICSE (2019)
Keyphrases
- feature selection
- hybrid model
- machine learning
- data sets
- feature selection algorithms
- support vector
- training data
- support vector machine
- machine learning algorithms
- decision trees
- machine learning methods
- text categorization
- text classification
- small sample
- support vector regression
- bayes classifier
- feature set
- training set
- feature ranking
- artificial neural networks
- gene expression data
- feature space
- supervised classification
- learning algorithm
- model selection
- naive bayes
- supervised learning
- learning classifier systems
- pattern recognition
- feature extraction
- microarray data
- back propagation neural network
- computer vision
- ensemble learning
- support vector machine svm
- classification accuracy
- knn
- mutual information