Evaluation of Classification Methods
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[1] Robert P. W. Duin,et al. Efficient Multiclass ROC Approximation by Decomposition via Confusion Matrix Perturbation Analysis , 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[2] Y. Hochberg. A sharper Bonferroni procedure for multiple tests of significance , 1988 .
[3] W. W. Daniel,et al. Applied Nonparametric Statistics , 1978 .
[4] J. L. Hodges,et al. Rank Methods for Combination of Independent Experiments in Analysis of Variance , 1962 .
[5] S. Holm. A Simple Sequentially Rejective Multiple Test Procedure , 1979 .
[6] B. Holland,et al. An Improved Sequentially Rejective Bonferroni Test Procedure , 1987 .
[7] K. Doksum. Robust Procedures for Some Linear Models with one Observation per Cell , 1967 .
[8] M. Friedman. A Comparison of Alternative Tests of Significance for the Problem of $m$ Rankings , 1940 .
[9] Yi-Zeng Liang,et al. Monte Carlo cross validation , 2001 .
[10] R. Iman,et al. Approximations of the critical region of the fbietkan statistic , 1980 .
[11] G. Hommel. A stagewise rejective multiple test procedure based on a modified Bonferroni test , 1988 .
[12] Francisco Herrera,et al. Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power , 2010, Inf. Sci..
[13] Francisco Herrera,et al. A unifying view on dataset shift in classification , 2012, Pattern Recognit..
[14] G Hommel,et al. A rapid algorithm and a computer program for multiple test procedures using logical structures of hypotheses. , 1994, Computer methods and programs in biomedicine.
[15] D. Rom. A sequentially rejective test procedure based on a modified Bonferroni inequality , 1990 .
[16] José Hernández-Orallo,et al. Volume under the ROC Surface for Multi-class Problems , 2003, ECML.
[17] R. Tibshirani,et al. Improvements on Cross-Validation: The 632+ Bootstrap Method , 1997 .
[18] M. Friedman. The Use of Ranks to Avoid the Assumption of Normality Implicit in the Analysis of Variance , 1937 .
[19] Z. Šidák. Rectangular Confidence Regions for the Means of Multivariate Normal Distributions , 1967 .
[20] N. A. Diamantidis,et al. Unsupervised stratification of cross-validation for accuracy estimation , 2000, Artif. Intell..
[21] Francisco Herrera,et al. A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms , 2011, Swarm Evol. Comput..
[22] J. Shaffer. Modified Sequentially Rejective Multiple Test Procedures , 1986 .
[23] D. Mossman. Three-way ROCs , 1999, Medical decision making : an international journal of the Society for Medical Decision Making.
[24] Thomas G. Dietterich. Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms , 1998, Neural Computation.
[25] D. Wolpert. The Supervised Learning No-Free-Lunch Theorems , 2002 .
[26] Francisco Herrera,et al. A study on the use of statistical tests for experimentation with neural networks: Analysis of parametric test conditions and non-parametric tests , 2007, Expert Syst. Appl..
[27] S. Larson. The shrinkage of the coefficient of multiple correlation. , 1931 .
[28] Luc Devroye,et al. Distribution-free performance bounds for potential function rules , 1979, IEEE Trans. Inf. Theory.
[29] Roger E. Kirk,et al. Experimental design: Procedures for the behavioral sciences (3rd ed.). , 1995 .
[30] E. Edgington,et al. Randomization Tests (3rd ed.) , 1998 .
[31] M. Keuls,et al. The use of the „studentized range” in connection with an analysis of variance , 1952, Euphytica.
[32] Angus M. Brown. A new software for carrying out one-way ANOVA post hoc tests , 2005, Comput. Methods Programs Biomed..
[33] Pavel Paclík,et al. The ROC skeleton for multiclass ROC estimation , 2010, Pattern Recognit. Lett..
[34] Stéphane Robin,et al. Nonparametric density estimation by exact leave-p-out cross-validation , 2008, Comput. Stat. Data Anal..
[35] Jianjun Li. A two-step rejection procedure for testing multiple hypotheses , 2008 .
[36] James Bailey,et al. A Novel Scalable Multi-class ROC for Effective Visualization and Computation , 2010, PAKDD.
[37] F. Wilcoxon. Individual Comparisons by Ranking Methods , 1945 .
[38] Robert P. W. Duin,et al. Approximating the multiclass ROC by pairwise analysis , 2007, Pattern Recognit. Lett..
[39] Francisco Herrera,et al. Study on the Impact of Partition-Induced Dataset Shift on $k$-Fold Cross-Validation , 2012, IEEE Transactions on Neural Networks and Learning Systems.
[40] H. Finner. On a Monotonicity Problem in Step-Down Multiple Test Procedures , 1993 .
[41] Tony R. Martinez,et al. Distribution-balanced stratified cross-validation for accuracy estimation , 2000, J. Exp. Theor. Artif. Intell..
[42] David J. Hand,et al. A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems , 2001, Machine Learning.
[43] O. J. Dunn. Multiple Comparisons among Means , 1961 .
[44] H. Shimodaira,et al. Improving predictive inference under covariate shift by weighting the log-likelihood function , 2000 .
[45] Arie Ben-David,et al. Comparison of classification accuracy using Cohen's Weighted Kappa , 2008, Expert Syst. Appl..
[46] Zoran Bosnic,et al. ROC analysis of classifiers in machine learning: A survey , 2013, Intell. Data Anal..
[47] øöö Blockinøø. Well-Trained PETs : Improving Probability Estimation , 2000 .
[48] R. G. D. Steel,et al. Tables for a Treatments Versus Control Multiple Comparisons Sign Test , 1965 .
[49] Ron Kohavi,et al. A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection , 1995, IJCAI.
[50] Robert P. W. Duin,et al. A simplified extension of the Area under the ROC to the multiclass domain , 2006 .
[51] H. Scheffé. A METHOD FOR JUDGING ALL CONTRASTS IN THE ANALYSIS OF VARIANCE , 1953 .
[52] David J. Sheskin,et al. Handbook of Parametric and Nonparametric Statistical Procedures , 1997 .
[53] Thomas E. Nichols,et al. Controlling the familywise error rate in functional neuroimaging: a comparative review , 2003, Statistical methods in medical research.
[54] M. Stone. Cross‐Validatory Choice and Assessment of Statistical Predictions , 1976 .
[55] D. Quade. Using Weighted Rankings in the Analysis of Complete Blocks with Additive Block Effects , 1979 .