Ensemble of Classifiers for Length of Stay Prediction in Colorectal Cancer.
Ruxandra StoeanCatalin StoeanAdrian SanditaDaniela CiobanuCristian MesinaPublished in: IWANN (1) (2015)
Keyphrases
- ensemble classifier
- colorectal cancer
- ensemble learning
- multiple classifiers
- training data
- classifier ensemble
- majority voting
- prediction accuracy
- ensemble methods
- ensemble pruning
- training set
- ensemble classification
- final classification
- combining classifiers
- neural network ensemble
- machine learning algorithms
- feature selection
- prediction model
- weak classifiers
- individual classifiers
- concept drift
- weighted voting
- majority vote
- test set
- decision trees
- neural network
- accurate classifiers
- ensemble members
- multiple classifier systems
- mining concept drifting data streams
- weak learners
- multi layer perceptron
- learning algorithm
- naive bayes
- classifier combination
- training samples
- machine learning
- neural networks and support vector machines
- randomized trees
- one class support vector machines
- support vector machine
- publicly available data sets
- classification models
- decision tree classifiers
- classification algorithm
- support vector
- base classifiers
- linear classifiers
- concept drifting data streams
- imbalanced data