Publication | Closed Access
Estimating the Confidence Interval for Prediction Errors of Support Vector Machine Classifiers
37
Citations
0
References
2008
Year
EngineeringMachine LearningConfidence IntervalIntelligent SystemsText MiningSupport Vector MachineClassification MethodImage AnalysisData ScienceData MiningUncertainty QuantificationPattern RecognitionManagementStatisticsMultiple Classifier SystemPredictive AnalyticsKnowledge DiscoveryIntelligent ClassificationComputer ScienceStatistical Learning TheoryPromising Classification AlgorithmsData ClassificationPrediction ErrorsStatistical InferenceClassificationClassifier SystemClassification Rule
Support vector machine (SVM) is one of the most popular and promising classification algorithms. After a classification rule is constructed via the SVM, it is essential to evaluate its prediction a...