基于Bagging-SVM集成分类器的网页作弊检测 (Web Spam Detection Based on Integrated Classifier with Bagging-SVM).
Shouhong TangYan ZhuFan YangPublished in: 计算机科学 (2015)
Keyphrases
- ensemble classifier
- support vector
- imbalanced data
- training set
- support vector machine
- svm classifier
- ensemble learning
- support vector machine svm
- majority voting
- generalization ability
- ensemble methods
- decision trees
- feature selection
- knn
- decision tree classifiers
- machine learning
- decision stumps
- web spam detection
- training data
- classification algorithm
- base classifiers
- decision forest
- feature space
- classifier ensemble
- decision boundary
- multi class
- feature vectors
- individual classifiers
- learning algorithm
- random forest
- k nearest neighbor
- classification accuracy
- binary classification
- text classifiers
- generalization error
- classification models
- hyperplane
- feature set
- weak classifiers
- concept drift
- web spam