Dimension-Wise Feature Selection of Deep Learning Models for In-Air Signature Time Series Analysis Based on Shapley Values.
Yuheng GuoLingfeng ZhangYepeng DingJunwei YuHiroyuki SatoPublished in: ASSE (2023)
Keyphrases
- learning models
- feature selection
- feature selection algorithms
- classification models
- machine learning
- loss function
- learning algorithm
- learning tasks
- machine learning algorithms
- semi supervised learning
- conditional random fields
- learning problems
- pairwise
- text categorization
- text classification
- machine learning models
- learning paradigms
- sparse metric learning
- training data
- feature subset
- classification accuracy
- unsupervised learning
- microarray
- knn
- dimension reduction
- supervised learning
- data mining
- feature extraction
- image processing
- model selection
- maximum likelihood