An Improved Classification Strategy for Filtering Relevant Tweets Using Bag-of-Word Classifiers.
Muhammad Asif Hossain KhanMasayuki IwaiKaoru SezakiPublished in: Inf. Media Technol. (2013)
Keyphrases
- classification systems
- decision trees
- training set
- support vector
- classification method
- classification algorithm
- classifier combination
- classification rate
- supervised classification
- classification models
- classification process
- machine learning algorithms
- svm classifier
- accurate classification
- final classification
- rule based classifier
- classification procedure
- training samples
- classification accuracy
- class labels
- improves the classification accuracy
- training data
- feature set
- nearest neighbor classifier
- machine learning
- feature selection
- pattern recognition
- multiclass classification
- probabilistic classifiers
- ensemble classifier
- classification decisions
- multi category
- k nearest neighbour
- optimum path forest
- discriminant functions
- correctly classified
- higher classification accuracy
- multiple classifier systems
- feature vectors
- support vector machine svm
- support vector machine classifiers
- accurate classifiers
- machine learning methods
- support vector machine
- decision tree classifiers
- associative classifiers
- multiple classifiers
- supervised learning
- roc curve
- majority voting
- decision boundary
- social media
- feature extraction
- image classification
- data stream classification
- classifier ensemble
- model selection