A Dataset for Evaluating Pedestrian Event Classification Algorithms.
Jitdumrong PreechasukPunpiti Piamsa-ngaPublished in: DaEng (2015)
Keyphrases
- benchmark datasets
- uci datasets
- classification algorithm
- computational cost
- text classification
- classification accuracy
- nearest neighbour
- automatic classification
- data structure
- pattern recognition
- learning algorithm
- machine learning algorithms
- image classification
- feature set
- feature space
- decision trees
- significant improvement
- decision rules
- sufficient training data
- database
- uci machine learning repository
- computer vision
- synthetic datasets
- cost sensitive
- pattern classification
- news articles
- event detection
- machine learning methods
- classification method
- feature extraction
- video sequences
- support vector
- theoretical analysis
- computationally efficient
- itemsets
- computational complexity
- feature vectors
- worst case
- supervised learning
- support vector machine
- active learning