Visualizing Classification Structure of Large-Scale Classifiers.
Bilal AlsallakhZhixin YanShabnam GhaffarzadeganZeng DaiLiu RenPublished in: CoRR (2020)
Keyphrases
- classification systems
- support vector
- supervised classification
- decision trees
- classification rate
- rule based classifier
- classification process
- classification algorithm
- classification models
- training samples
- svm classifier
- classifier combination
- improves the classification accuracy
- classification method
- multiclass classification
- machine learning algorithms
- decision boundary
- classification accuracy
- k nearest neighbour
- support vector machine svm
- feature selection
- support vector machine
- probabilistic classifiers
- nearest neighbor classifier
- class labels
- feature set
- classification procedure
- support vector machine classifiers
- training data
- machine learning
- classification schemes
- bayesian classifier
- final classification
- training set
- classification scheme
- training examples
- decision tree classifiers
- multi category
- classifier training
- accurate classifiers
- roc analysis
- multiple classifier systems
- individual classifiers
- binary classifiers
- accurate classification
- pattern recognition
- multiple classifiers
- feature vectors
- classification decisions
- feature space
- image classification
- higher classification accuracy
- majority voting
- roc curve
- pattern classification
- high classification accuracy
- associative classifiers
- correctly classified
- naive bayes
- learning algorithm
- data stream classification
- active learning
- machine learning methods