A decision tree approach for classification of white blood cells based on image features.
Po-Whei HuangYi-Chang HsuPhen-Lan LinS. K. DaiPublished in: SIP (2005)
Keyphrases
- decision trees
- image features
- classification models
- predictive accuracy
- feature vectors
- image classification
- machine learning algorithms
- decision tree algorithm
- classification trees
- supervised learning
- feature set
- machine learning
- automatic classification
- classification accuracy
- white blood cells
- decision tree classifiers
- text classification
- feature space
- feature construction
- logistic regression
- cross validation
- machine learning methods
- training data
- classification scheme
- classification process
- privacy preserving classification
- acute leukemia
- classification systems
- classification rules
- decision rules
- class labels
- naive bayes
- support vector machine
- support vector
- feature selection
- learning algorithm