Improved method of classification algorithms for crime prediction.
Abba BabakuraMd Nasir SulaimanMahmud A. YusufPublished in: ISBAST (2014)
Keyphrases
- classification method
- classification algorithm
- computational cost
- theoretical analysis
- classification accuracy
- significant improvement
- machine learning methods
- computationally efficient
- support vector machine svm
- support vector machine
- preprocessing
- classification trees
- pattern classification
- decision trees
- computational complexity
- similarity measure
- pattern recognition
- support vector
- objective function
- combinatorial optimization
- computational efficiency
- cross validation
- classification process
- ensemble classifier
- face recognition
- accuracy rate
- improved algorithm
- nearest neighbour
- learning algorithm
- machine learning
- convergence rate
- classification rules
- dynamic programming
- prediction accuracy
- unsupervised learning
- feature set
- knn
- feature space