The art of domain classification and recognition for text conversation using support vector classifier.
Sandeep RathorR. S. JadonPublished in: Int. J. Arts Technol. (2019)
Keyphrases
- support vector
- svm classifier
- support vector machine
- classification accuracy
- feature selection
- classification method
- classification rate
- classification scheme
- classification process
- recognition rate
- classification algorithm
- pattern recognition
- cross validation
- svm classification
- feature extraction
- kernel function
- decision trees
- high recognition rate
- training samples
- training examples
- training set
- hyperplane
- document analysis
- feature set
- binary classification
- text mining
- feature space
- generalization ability
- feature ranking
- learning vector quantization
- robust classification
- standard svm
- feature vectors
- support vector machine svm
- soft margin
- nearest neighbor classifier
- individual classifiers
- text classifiers
- margin maximization
- support vectors
- logistic regression
- decision boundary
- learning phase
- classifier ensemble
- natural language
- training process
- object recognition
- classifier combination
- image classification
- face recognition
- training data
- feature extraction and classification
- model selection
- multiple classifier systems
- classification models
- multiclass classification
- extracted features
- training dataset
- multiple kernel learning