An Improved Weighted Base Classification for Optimum Weighted Nearest Neighbor Classifiers.
Muhammad AbbasKamran Ali MemonNoor Ul-AinEkang Francis AjebesoneMuhammad UsaidZulfiqar Ali BhuttoPublished in: EAI Endorsed Trans. Scalable Inf. Syst. (2020)
Keyphrases
- nearest neighbor classifiers
- selective sampling
- support vector
- classification accuracy
- nearest neighbor classification
- decision trees
- training samples
- machine learning
- nearest neighbor classifier
- pattern recognition
- feature vectors
- active learning
- nearest neighbor
- training set
- cross validation
- learning algorithm
- neural network
- logistic regression
- svm classifier
- high dimensionality
- feature selection
- prototype selection
- feature extraction