Why I'm not Answering: Understanding Determinants of Classification of an Abstaining Classifier for Cancer Pathology Reports.
Sayera DhaubhadelJamaludin Mohd-YusofKumkum GangulyGopinath ChennupatiSunil ThulasidasanNicolas W. HengartnerBrent J. MumphreyEric B. DurbinJennifer A. DohertyMireille LemieuxNoah SchaefferkoetterGeorgia D. TourassiLinda CoyleLynne PenberthyBenjamin McMahonTanmoy BhattacharyaPublished in: CoRR (2020)
Keyphrases
- roc analysis
- breast cancer
- classification process
- class labels
- classification algorithm
- classification method
- classification scheme
- receiver operating characteristic
- decision trees
- support vector machine
- classification rate
- training samples
- support vector
- training set
- svm classifier
- supervised learning
- feature set
- classification models
- classification accuracy
- text classification
- binary classifiers
- feature space
- feature extraction
- feature selection
- roc curve
- nearest neighbor classifier
- machine learning
- classifier combination
- individual classifiers
- feature vectors
- training data
- data sets
- class distribution
- cross validation
- cancer diagnosis
- classification error
- unlabeled data
- labeled data
- unsupervised learning
- k nearest neighbor