The Impact of Dataset Splits on Classification Performance in Medical Videos.
Markus FoxKlaus SchoeffmannPublished in: ICMR (2022)
Keyphrases
- classification accuracy
- benchmark datasets
- decision trees
- pattern recognition
- feature vectors
- feature set
- machine learning
- support vector
- uci datasets
- neural network
- decision rules
- human actions
- video surveillance
- object detection
- feature selection
- object classification
- training dataset
- classification systems
- pattern classification
- classification algorithm
- support vector machine svm
- svm classifier
- class labels
- action recognition
- supervised learning
- data sets
- human activities
- training samples
- model selection
- image classification
- medical data
- classification scheme
- video sequences
- feature extraction
- computer vision
- video classification
- multimedia event detection