Improve the generalization of emotional classifiers across time by using training samples from different days.
Shuang LiuJingjing TongMinpeng XuJiajia YangHongzhi QiDong MingPublished in: EMBC (2016)
Keyphrases
- training samples
- training set
- test sample
- feature space
- supervised learning
- decision boundary
- training data
- learning algorithm
- nearest neighbor classifier
- hyperplane
- strong classifier
- training examples
- high dimensional
- classification error
- decision function
- training dataset
- sample set
- number of training samples
- discriminative information
- binary classifiers
- face images
- nearest neighbor
- unlabeled samples
- small number of samples
- data mining
- support vectors
- test data
- classification algorithm
- active learning
- decision trees
- computer vision