A Study of Mammogram Classification using AdaBoost with Decision Tree, KNN, SVM and Hybrid SVM-KNN as Component Classifiers.
Jyoti DeshmukhUdhav BhoslePublished in: J. Inf. Hiding Multim. Signal Process. (2018)
Keyphrases
- knn
- k nearest neighbour
- support vector machine svm
- k nearest neighbor
- decision trees
- classification algorithm
- majority voting
- classification method
- svm classifier
- feature selection
- nearest neighbor
- support vector
- knn classifier
- support vector machine
- text classification
- text categorization
- knn algorithm
- nearest neighbour
- distance function
- naive bayes
- nearest neighbor algorithm
- classification models
- training data
- multi class
- classification accuracy
- binary classification tasks
- neural network
- knn classification
- generalization ability
- radial basis function
- feature reduction
- machine learning
- learning algorithm
- training set
- cost sensitive
- feature vectors
- object detection
- binary classification problems
- classifier ensemble
- face detection
- information gain
- logistic regression
- ensemble classifier
- training samples
- semi supervised learning
- supervised learning
- ensemble learning
- class labels
- feature space
- feature extraction