Light Curve Classification with DistClassiPy: a new distance-based classifier.
Siddharth ChainiAshish MahabalAjit KembhaviFederica B. BiancoPublished in: CoRR (2024)
Keyphrases
- classification scheme
- classification process
- classification algorithm
- classification method
- class labels
- feature selection
- decision trees
- support vector machine
- support vector
- roc curve
- training samples
- classification rate
- feature space
- classification models
- svm classifier
- nearest neighbor classifier
- training set
- probabilistic classifiers
- k nearest neighbour
- classifier combination
- high classification accuracy
- classification schemes
- higher classification accuracy
- pattern recognition
- multi category
- feature extraction and classification
- discriminative learning
- accurate classification
- supervised classification
- classification accuracy
- training process
- multiple classifiers
- multiple classifier systems
- correctly classified
- fuzzy support vector machine
- learning vector quantization
- multi class classifier
- decision boundary
- nearest neighbor rule
- multiclass classification
- hierarchical classification
- learning phase
- binary classifiers
- pattern classification
- supervised learning
- feature set
- image classification
- classifier ensemble
- binary decision tree
- training data
- feature vectors
- multi class
- robust classification
- text classification
- final classification
- feature reduction
- training examples
- fuzzy classifier
- euclidean distance
- nearest neighbour
- decision tree classifiers
- accurate classifiers
- support vector machine svm
- outlier detection
- optimum path forest
- extracted features
- knn
- text classifiers
- bayesian classifier