Accurate pathological patch classification with regression.
Rongxiao TangBo YuanZhenhua GuoPublished in: Medical Imaging: Digital Pathology (2021)
Keyphrases
- support vector
- accurate classification
- classification accuracy
- regression model
- neural network
- regression problems
- model selection
- automatic classification
- pattern classification
- feature selection
- decision trees
- classification process
- image classification
- classification systems
- text classification
- supervised learning
- feature space
- pattern recognition
- high quality
- machine learning
- support vector machine
- target variable
- training set
- k nearest neighbour
- decision rules
- classification algorithm
- learning algorithm
- multi variate
- nearest neighbour
- gaussian processes
- classification scheme
- support vector regression
- classification models
- classification rules
- machine learning methods
- classification method
- cross validation
- class labels
- benchmark datasets
- knn
- feature extraction