Study and Observation of the Variation of Accuracies of KNN, SVM, LMNN, ENN Algorithms on Eleven Different Datasets from UCI Machine Learning Repository.
Mohammad Mahmudur Rahman KhanRezoana Bente ArifMd. Abu Bakr SiddiqueMahjabin Rahman OishePublished in: CoRR (2018)
Keyphrases
- uci machine learning repository
- knn
- benchmark datasets
- k nearest neighbor
- nearest neighbor
- instance selection
- benchmark data sets
- classification algorithm
- nearest neighbor classification
- support vector machine svm
- text categorization
- distance function
- dimensionality reduction methods
- distance metric
- support vector machine
- neural network
- text classification
- data sets
- image compression
- distance measure
- naive bayes
- similarity search
- mutual information
- multi class
- active learning
- feature vectors
- feature space
- support vector
- training data
- feature selection