Analysis of SVM and kNN Classifiers For Egocentric Activity Recognition.
K. P. Sanal KumarR. BhavaniPublished in: ICIA (2016)
Keyphrases
- knn
- activity recognition
- k nearest neighbor
- k nearest neighbour
- classification algorithm
- classification method
- support vector machine svm
- nearest neighbor
- action recognition
- feature selection
- human activity recognition
- support vector
- text categorization
- human activities
- support vector machine
- nearest neighbour
- text classification
- svm classifier
- activity analysis
- distance function
- knn algorithm
- accelerometer data
- nearest neighbor algorithm
- majority voting
- neural network
- naive bayes
- training data
- knn classifier
- data sets
- class labels
- feature set
- supervised learning
- multi class
- training set
- data analysis
- computer vision
- activities of daily living