Detecting Crime Types Using Classification Algorithms.
Cui-cui SunChunlong YaoXu LiKejun LeePublished in: J. Digit. Inf. Manag. (2014)
Keyphrases
- pattern recognition
- classification algorithm
- benchmark datasets
- machine learning
- learning algorithm
- classification accuracy
- image classification
- optimization problems
- computational complexity
- uci machine learning repository
- decision trees
- times faster
- classification models
- data mining techniques
- automatic classification
- feature vectors
- data structure
- data sets
- unsupervised learning
- orders of magnitude
- classification method
- law enforcement
- classification systems
- machine learning methods
- machine learning algorithms
- decision rules
- feature extraction
- theoretical analysis
- model selection
- support vector
- significant improvement
- feature space
- preprocessing