Leaf Recognition for Plant Classification Using Direct Acyclic Graph Based Multi-Class Least Squares Twin Support Vector Machine.
Divya TomarSonali AgarwalPublished in: Int. J. Image Graph. (2016)
Keyphrases
- multi class
- support vector machine
- least squares
- binary classifiers
- multiclass classification
- svm classifier
- multi class classification
- support vector machine svm
- binary and multi class
- multiple classes
- feature selection
- multi class classifier
- support vector
- cost sensitive
- multi class svm
- classification algorithm
- multi class classifiers
- svm classification
- multi class boosting
- multiclass problems
- machine learning
- multi class svms
- feature vectors
- binary classification
- training data
- generalization ability
- feature extraction
- feature space
- object detection
- decision boundary
- binary classification problems
- class probabilities
- k nearest neighbor
- single class
- training set
- linear classifiers
- soft margin
- kernel function
- kernel methods
- classification accuracy
- base classifiers
- boosting algorithms
- ls svm
- majority voting
- hyperplane
- improve the classification accuracy
- text categorization
- error correcting output codes
- object recognition
- text classification
- decision trees
- image classification
- pairwise
- binary classification tasks
- knn