Sensor faults detection and classification using SVM with diverse features.
Sana Ullah JanInsoo KooPublished in: ICTC (2017)
Keyphrases
- svm classifier
- feature vectors
- classification method
- support vector machine svm
- svm classification
- support vector
- classification accuracy
- feature set
- feature space
- support vector machine
- support vector machine classifiers
- feature selection
- extracted features
- feature extraction
- classification algorithm
- selected features
- false positives
- classification models
- class labels
- support vector machine classifier
- classification process
- machine learning
- discriminative classifiers
- feature reduction
- benchmark datasets
- input features
- features extraction
- pattern recognition
- spam classification
- feature selection algorithms
- feature extraction and classification
- training data
- classification performances
- feature subset
- kernel function
- knn
- generalization ability
- improves the classification accuracy
- mammogram images
- sensor networks
- fold cross validation
- supervised machine learning algorithms
- image classification
- training set
- multi class svm
- selecting a small number
- text classification
- single feature
- train a support vector machine
- feature ranking
- feature values
- histogram intersection kernel
- ensemble classifier
- digital mammograms
- tree kernels
- bayes classifier
- naive bayes classifier
- feature maps
- text classifiers
- multiple features
- fault diagnosis
- k nearest neighbor
- image features