HPKNN: Hyper-parameter optimized KNN classifier for classification of poikilocytosis.
Prasenjit DharSuganya Devi KothandapaniSatish Kumar SattiSrinivasan PadmanabhanPublished in: Int. J. Imaging Syst. Technol. (2023)
Keyphrases
- knn classifier
- k nearest neighbor
- hyperparameters
- cross validation
- support vector
- knn
- image classification
- decision trees
- support vector machine svm
- text classification
- nearest neighbor
- feature extraction
- incremental learning
- artificial neural networks
- supervised learning
- support vector machine
- multiresolution
- texture analysis
- training set
- parameter settings
- random sampling
- feature space
- training data