ACE-Cost: Acquisition Cost Efficient Classifier by Hybrid Decision Tree with Local SVM Leaves.
Liyun LiUmut TopkaraNasir D. MemonPublished in: MLDM (2011)
Keyphrases
- cost efficient
- decision trees
- support vector
- support vector machine
- decision forest
- svm classifier
- training data
- bayesian classifiers
- decision tree classifiers
- training set
- bayes classifier
- support vector machine svm
- classification algorithm
- feature selection
- logistic regression
- classification method
- cost sensitive
- cost sensitive learning
- naive bayes
- text classifiers
- fold cross validation
- feature space
- machine learning
- high classification accuracy
- svm classification
- binary classification problems
- multi class svm
- multi class
- decision function
- train a support vector machine
- ensemble classifier
- machine learning algorithms
- naive bayes classifier
- bayesian classifier
- fuzzy support vector machine
- input features
- knn
- small sample
- training process
- random forest
- feature vectors
- training samples
- ensemble methods
- relation extraction
- feature construction
- classification models
- information gain
- binary classification
- decision tree learners
- decision boundary
- governmental organizations
- discriminative classifiers
- training examples
- support vectors
- multiclass classification