Improving single classifiers prediction accuracy for underground water pump station in a gold mine using ensemble techniques.
Ali N. HasanBhekisipho TwalaPublished in: EUROCON (2015)
Keyphrases
- prediction accuracy
- ensemble methods
- ensemble learning
- ensemble members
- majority voting
- ensemble classifier
- predictive power
- individual classifiers
- decision trees
- classifier ensemble
- improve the prediction accuracy
- training data
- predictive accuracy
- imbalanced data
- random forests
- base classifiers
- random forest
- binary classification
- training set
- ensemble pruning
- multiple classifiers
- multiple classifier systems
- weighted voting
- naive bayes
- randomized trees
- feature selection
- high pressure
- decision tree classifiers
- machine learning methods
- web page prediction
- support vector
- machine learning algorithms
- accurate classifiers
- classifier combination
- final classification
- user ratings
- estimation accuracy
- response time
- optimal design
- rule sets