Enhancement of Classification of Small Data Sets Using Self-awareness - An Iris Flower Case-Study.
Hedyeh A. KholerdiNima TaherinejadAxel JantschPublished in: ISCAS (2018)
Keyphrases
- case study
- small data sets
- pattern recognition
- image classification
- pattern classification
- classification accuracy
- text classification
- automatic classification
- supervised learning
- classification method
- iris recognition
- decision trees
- training set
- image processing
- data sets
- cross validation
- real world
- machine learning
- machine learning methods
- decision rules
- feature selection
- feature set
- class labels
- feature extraction
- machine learning algorithms
- classification algorithm
- support vector machine svm
- image enhancement
- lessons learned
- roc curve
- knn
- classification scheme
- support vector
- iris images
- multiscale