Contingency tables, confusion matrices, classifiers and quality of prediction
Richard G. Brereton
Abstract
Contingency tables and confusion matrices are described; in addition, several methods for assessing the quality of classification models are introduced.
Topics & Concepts
Contingency tableConfusionConfusion matrixContingencyQuality (philosophy)Computer scienceMachine learningArtificial intelligenceData miningStatisticsMathematicsPsychologyEpistemologyPhilosophyPsychoanalysisMachine Learning in BioinformaticsFuzzy Logic and Control SystemsAdvanced Computational Techniques and Applications