Concepedia

How to compute reliability estimates and display confidence and tolerance intervals for pattern classifiers using the Bootstrap and 3-way multidimensional scaling (DISTATIS)

Hervé Abdi, Joseph Dunlop, Lynne J. Williams

NeuroImage · 2008 · 89 citations · 17 references

Concepts

ComputingBiostatisticsData MiningMachine LearningPsychometricsReliabilityReliability ModelingReliability ValidationSupport Vector MachinesBootstrap ReliabilityClassification AccuracyConfidence MeasuresInflated Reliability EstimatesMultidimensional ScalingReliability AssessmentReliability PredictionTolerance Intervals

References

17

Pattern Recognition and Machine Learning

Journal of Electronic Imaging · 2007 · 22.1K citations

Computing, Computer Engineering, Computer Science +14

Distributed and Overlapping Representations of Faces and Objects in Ventral Temporal Cortex

James V. Haxby, M. Ida Gobbini, Maura L. Furey et al. · Science · 2001 · 4.1K citations · Full text

Medicine, Neuroscience, Vision Science +17

Functional magnetic resonance imaging (fMRI) “brain reading”: detecting and classifying distributed patterns of fMRI activity in human visual cortex

David Cox, Robert L. Savoy · NeuroImage · 2003 · 1.1K citations

Life Sciences, Neurobiology, Neuroscience +17

A Unifying Tool for Linear Multivariate Statistical Methods: The RV- Coefficient

P. C. Robert, Yves Escoufier · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1976 · 954 citations

Natural Sciences, Biostatistics, Statistical Computing +15

Multiple factor analysis (AFMULT package)

Brigitte Escofier, Jacques Pagès · Computational Statistics & Data Analysis · 1994 · 564 citations

Social Sciences, Psychology, Psychometrics +11