An interactive environment for motor unit potential classification using certainty-based classifiers.
Sarbast M. RasheedDaniel W. StashukMohamed KamelPublished in: Simul. Model. Pract. Theory (2008)
Keyphrases
- classification systems
- decision trees
- support vector
- classification method
- classification models
- classification algorithm
- classification rate
- supervised classification
- classification process
- k nearest neighbour
- accurate classification
- classifier combination
- classification accuracy
- class labels
- training samples
- multiple classifiers
- decision boundary
- final classification
- higher classification accuracy
- support vector machine classifiers
- probabilistic classifiers
- rule based classifier
- feature selection
- svm classifier
- training set
- feature set
- binary classifiers
- pattern classification
- improves the classification accuracy
- training data
- multi category
- optimum path forest
- combining classifiers
- individual classifiers
- machine learning methods
- multiclass classification
- machine learning algorithms
- naive bayes
- support vector machine svm
- classification procedure
- correctly classified
- nearest neighbor classifier
- mobile robot
- knn
- classifier ensemble
- cost sensitive
- bayesian classifier
- image classification
- feature vectors
- high classification accuracy
- decision tree classifiers
- accurate classifiers
- classification schemes
- multiple classifier systems
- machine learning
- ensemble classifier
- imbalanced data sets
- discriminant functions
- control system
- supervised learning
- data stream classification