Comparison of Classification Algorithms for File Type Detection A Digital Forensics Perspective.
Konstantinos KarampidisErgina KavallieratouGiorgos PapadourakisPublished in: POLIBITS (2017)
Keyphrases
- classification algorithm
- decision trees
- benchmark datasets
- digital forensics
- feature extraction
- machine learning algorithms
- image classification
- database
- support vector machine
- classification accuracy
- computational complexity
- computational cost
- pattern recognition
- data structure
- support vector
- machine learning
- nearest neighbour
- feature selection algorithms
- cost sensitive
- detection rate
- machine learning methods
- feature selection
- detection method
- support vector machine svm
- model selection
- text classification
- object detection
- feature space