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Keyword

misclassification probability

Description: The probability that a classification rule assigns an observation to the wrong class, studied in statistical pattern recognition and classifier evaluation.
OpenAlex ID: keywords/misclassification-probability
Selecting and interpreting measures of thematic classification accuracy
1997 · Stephen V. Stehman · Remote Sensing of Environment · 1,731
Estimation of Error Rates in Discriminant Analysis
1968 · Peter A. Lachenbruch, M. Ray Mickey · Technometrics · 1,563
abc: an R package for approximate Bayesian computation (ABC)
2012 · Katalin Csilléry, Olivier François, et al. · Methods in Ecology and Evolution · 707
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The Bhattacharyya Metric as an Absolute Similarity Measure for Frequency Coded Data.
1998 · Frank J. Aherne, Neil A. Thacker, et al. · Czech digital mathematics library · 358
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A theoretical and experimental analysis of linear combiners for multiple classifier systems
2005 · G. Fumera, F. Roli · IEEE Transactions on Pattern Analysis and Machine Intelligence · 308
Signal classification using statistical moments
1992 · S.S. Soliman, S.-Z. Hsue · IEEE Transactions on Communications · 285
POLARIS: A 30-meter probabilistic soil series map of the contiguous United States
2016 · Nathaniel W. Chaney, Eric F. Wood, et al. · Geoderma · 279
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Multistate Markov models for disease progression with classification error
2003 · Christopher H. Jackson, Linda D. Sharples, et al. · Journal of the Royal Statistical Society Series D (The Statistician) · 276
On the misuses of artificial neural networks for prognostic and diagnostic classification in oncology
2000 · Guido Schwarzer, Werner Vach, et al. · Statistics in Medicine · 251
Classification into two Multivariate Normal Distributions with Different Covariance Matrices
1962 · T. W. Anderson, R. R. Bahadur · The Annals of Mathematical Statistics · 249
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Methods for merging Gaussian mixture components
2010 · Christian Hennig · Advances in Data Analysis and Classification · 246
Stochastic blockmodels with a growing number of classes
2012 · D. S. Choi, P. J. Wolfe, et al. · Biometrika · 220
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For Valid Generalization the Size of the Weights is More Important than the Size of the Network
1996 · Peter L. Bartlett · 219
On a Statistical Problem Arising in the Classification of an Individual into One of Two Groups
1944 · Abraham Wald · The Annals of Mathematical Statistics · 218
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Discriminatory Analysis - Nonparametric Discrimination: Small Sample Performance
1952 · Evelyn Fix, J. L. Hodges · Defense Technical Information Center (DTIC) · 200
Bounding mean regressions when a binary regressor is mismeasured
1996 · Christopher R Bollinger · Journal of Econometrics · 178
Simulating Data to Study Performance of Finite Mixture Modeling and Clustering Algorithms
2010 · Ranjan Maitra, Volodymyr Melnykov · Journal of Computational and Graphical Statistics · 159
MixSim : An R Package for Simulating Data to Study Performance of Clustering Algorithms
2012 · Volodymyr Melnykov, Wei-Chen Chen, et al. · Journal of Statistical Software · 156
Partial identification of probability distributions with misclassified data
2008 · Francesca Molinari · Journal of Econometrics · 153
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On Expected Probabilities of Misclassification in Discriminant Analysis, Necessary Sample Size, and a Relation with the Multiple Correlation Coefficient
1968 · Peter A. Lachenbruch · Biometrics · 152
Estimation and Mapping of Misclassification Probabilities for Thematic Land Cover Maps
1998 · Brian M. Steele, J.Chris Winne, et al. · Remote Sensing of Environment · 140
Estimation of measurement uncertainty from field sampling: implications for the classification of contaminated land
1997 · Michael H. Ramsey, Ariadni Argyraki · The Science of The Total Environment · 129
Segmentation of SAR images
1989 · J.-S. Lee, I. Jurkevich · IEEE Transactions on Geoscience and Remote Sensing · 125
RACOG and wRACOG: Two Probabilistic Oversampling Techniques
2014 · Barnan Das, Narayanan C. Krishnan, et al. · IEEE Transactions on Knowledge and Data Engineering · 124
On the optimal number of features in the classification of multivariate Gaussian data
1978 · A.K. Jain, W.G. Waller · Pattern Recognition · 119
Works count: 1,035
Citation count: 17,730
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