Light curve classification with DistClassiPy: A new distance-based classifier.
Siddharth ChainiAshish MahabalAjit KembhaviFederica B. BiancoPublished in: Astron. Comput. (2024)
Keyphrases
- classification method
- classification algorithm
- classification scheme
- classification process
- decision trees
- classification rate
- feature set
- feature space
- support vector machine
- final classification
- roc curve
- classification models
- svm classifier
- nearest neighbor classifier
- classification accuracy
- support vector
- class labels
- feature selection
- feature extraction and classification
- nearest neighbor rule
- pattern classification
- probabilistic classifiers
- higher classification accuracy
- multiclass classification
- multi class classifier
- pattern recognition
- training samples
- accurate classification
- training set
- image classification
- multiple classifiers
- training data
- multi category
- fuzzy classifier
- feature subset
- classifier combination
- k nearest neighbour
- feature extraction
- learning vector quantization
- supervised classification
- associative classifiers
- extracted features
- machine learning
- training process
- classification schemes
- accurate classifiers
- robust classification
- high classification accuracy
- combining classifiers
- classifier ensemble
- hierarchical classification
- bayesian classifier
- naive bayes classifier
- fuzzy support vector machine
- distance measure
- supervised learning
- feature vectors
- learning algorithm
- optimum path forest
- sufficient training data
- binary decision tree
- decision tree classifiers
- multiple classifier systems
- individual classifiers
- fold cross validation
- binary classifiers
- nearest neighbour
- multiple kernel learning
- decision boundary
- naive bayes
- text classification