Comparative Study on Performance of Single Classifier with Ensemble of Classifiers in Predicting Radiological Experts Ratings on Lung Nodules.
Vinay K.Ashok RaoHemanthakumar G.Published in: IICAI (2011)
Keyphrases
- comparative study
- multiple classifiers
- classifier ensemble
- ensemble learning
- individual classifiers
- ensemble classifier
- training data
- combining classifiers
- lung nodules
- final classification
- training set
- multiple classifier systems
- classifier combination
- decision tree classifiers
- weak classifiers
- linear classifiers
- trained classifiers
- majority voting
- accurate classifiers
- ensemble methods
- svm classifier
- decision trees
- feature selection
- weak learners
- classification algorithm
- feature set
- support vector
- class labels
- ct images
- binary classification problems
- random forest
- bias variance decomposition
- learning algorithm
- ensemble members
- classification models
- training samples
- support vector machine
- feature space
- feature ranking
- roc curve
- base classifiers
- naive bayes
- machine learning
- computer aided diagnosis
- multi view
- image processing
- nodule detection