Improving Accuracy of Pneumonia Classification Using Modified DenseNet.
Kai WangPing JiangDali KongBeibei SunTing ShenPublished in: J. Digit. Imaging (2023)
Keyphrases
- classification accuracy
- accuracy rate
- predictive accuracy
- classification rate
- pattern recognition
- generalization ability
- correct classification
- high accuracy
- prediction accuracy
- computational complexity
- classification systems
- classification rules
- cross validation
- classification method
- training samples
- classification scheme
- roc curve
- benchmark datasets
- support vector machine svm
- training set
- high classification accuracy
- support vector
- feature extraction
- decision trees
- machine learning
- confusion matrix
- fold cross validation
- neural network
- classification models
- pattern classification
- machine learning methods
- class labels
- model selection
- support vector machine
- preprocessing
- feature selection