MNIST Dataset Classification Utilizing k-NN Classifier with Modified Sliding Window Metric.
Behrad ToghiDivas GroverPublished in: CoRR (2018)
Keyphrases
- knn
- k nearest neighbour
- sliding window
- k nearest
- classification algorithm
- k nearest neighbor
- data streams
- distance function
- nearest neighbor
- feature selection
- support vector machine
- nearest neighbour
- support vector machine svm
- text classification
- fixed size
- feature set
- svm classifier
- web document classification
- mixed data
- text categorization
- support vector
- nearest neighbor algorithm
- bayesian network classifiers
- multi layer perceptron
- nearest neighborhood
- information gain
- metric space
- decision trees
- training set
- class labels
- stream data
- data structure
- document classification
- decision boundary
- similarity search
- data sets
- neural network
- learning algorithm
- probabilistic neural network
- learning vector quantization
- artificial neural networks
- training samples
- ensemble classifier
- window size
- range queries