Ultrasound-Based Ovarian Cysts Detection with Improved Machine-Learning Techniques and Stage Classification Using Enhanced Classifiers.
Senthil AthithanSavya SachiAjay Kumar SinghPublished in: SN Comput. Sci. (2023)
Keyphrases
- machine learning algorithms
- machine learning methods
- classification systems
- classification method
- support vector
- multiple classifier systems
- machine learning approaches
- decision trees
- classification algorithm
- classification process
- class labels
- classification rate
- classification models
- classification accuracy
- machine learning
- rule based classifier
- svm classifier
- training samples
- accurate classification
- feature selection
- training set
- classification procedure
- improves the classification accuracy
- probabilistic classifiers
- support vector machine classifier
- higher classification accuracy
- classifier combination
- supervised classification
- k nearest neighbour
- binary classifiers
- multiple classifiers
- text classification
- image classification
- training data
- detection algorithm
- supervised learning algorithms
- discriminative classifiers
- supervised learning
- accurate classifiers
- ultrasound images
- multi category
- support vector machine
- optimum path forest
- multiclass classification
- cancer detection
- fold cross validation
- nearest neighbour
- decision boundary
- object detection
- feature set
- naive bayes
- nearest neighbor classifier
- ensemble classifier
- combining classifiers
- linear classifiers
- extracted features
- roc curve
- ovarian cancer
- support vector machine svm
- false positives
- adaboost classifier