Multi-Stage Feature Selection Based Intelligent Classifier for Classification of Incipient Stage Fire in Building.
Allan Melvin AndrewAmmar ZakariaShaharil Mad SaadAli Yeon Md ShakaffPublished in: CoRR (2017)
Keyphrases
- multistage
- feature selection
- single stage
- classification accuracy
- feature set
- classification models
- feature space
- support vector
- support vector machine
- classification method
- feature selection algorithms
- higher classification accuracy
- text classification
- classification rate
- classification performances
- feature subset
- classification algorithm
- bayes classifier
- dynamic programming
- classification process
- training samples
- feature extraction
- feature reduction
- accurate classification
- class labels
- small sample
- classification scheme
- svm classifier
- bayesian classifier
- machine learning
- ensemble classifier
- decision trees
- supervised learning
- text categorization
- support vector machine svm
- text classifiers
- feature vectors
- fold cross validation
- production system
- classifier combination
- stochastic programming
- automatic relevance determination
- training set
- nearest neighbor classifier
- stochastic optimization
- multi category
- feature ranking
- instance selection
- input features
- discriminative features
- feature weighting
- model selection
- feature selection and classifier
- assembly systems
- wrapper method
- irrelevant features
- binary classifiers
- lot sizing
- extracted features
- naive bayes
- supply chain
- multi class
- knn