Many classifiers are in close rivalry with each other. Why?
Sources of
Difficulty
in Classification
Classification Boundaries As Decided by Different Classfiers
Match between Classifiers and Problems
Measures of Geometrical
Complexity
of Classification Problems
Geometry of Datasets and Classifiers
Measures of Geometric Complexity
Measures of Geometrical Complexity
Experiments with Controlled Data Sets
Patterns in Complexity
Measure Space
lin.sep¯ lin.nonsep+ random
Loadings of the First 6 Prin. Comp.
Interpretation of the First 4 Prin. Comp.
Domains of Competence of Classifiers
Domain of Competence Experiment
Classifier Domains of Competence
Best Classifier Being
nn,lp,odt vs an ensemble technique
Other Studies on Data Complexity