Soft margin SVM modeling for handling imbalanced human activity datasets in multiple homes.
M'hamed Bilal AbidineNawel YalaBelkacem FerganiLaurent ClavierPublished in: ICMCS (2014)
Keyphrases
- human activities
- soft margin
- support vector machine
- support vector
- activity recognition
- parameter selection
- generalization ability
- support vectors
- support vector machine svm
- feature selection
- machine learning
- sensor data
- svm classifier
- multi class
- action recognition
- kernel function
- generalization error
- knn
- multi class classification
- feature space
- data sets