-
1
-
-
67650046515
-
Using relative utility curves to evaluate risk prediction
-
Baker, S.G., Cook, N.R., Vickers, A. & Kramer, B.S. (2009). Using relative utility curves to evaluate risk prediction. J. R. Statist. Soc., 172, 729-748.
-
(2009)
J. R. Statist. Soc.
, vol.172
, pp. 729-748
-
-
Baker, S.G.1
Cook, N.R.2
Vickers, A.3
Kramer, B.S.4
-
2
-
-
39849093135
-
The skill plot: A graphical technique for evaluating continuous diagnostic tests
-
Briggs, W.M. & Zaretski, R. (2008). The skill plot: A graphical technique for evaluating continuous diagnostic tests, Biometrics, 64, 250-261.
-
(2008)
Biometrics
, vol.64
, pp. 250-261
-
-
Briggs, W.M.1
Zaretski, R.2
-
3
-
-
10844275086
-
AUC optimization vs error rate minimization
-
Eds. S. Thrun, L. Saul & B. Schölkopf. Cambridge, Massachusetts : MIT Press. Available at:
-
Cortes, C. & Mohri, M. (2003). AUC optimization vs error rate minimization. In Advances in Neural Information Processing Systems, 16. Eds. S. Thrun, L. Saul & B. Schölkopf Cambridge, Massachusetts : MIT Press. Available at: http://books.nips.cc/nips16.html.
-
(2003)
Advances in Neural Information Processing Systems
, vol.16
-
-
Cortes, C.1
Mohri, M.2
-
5
-
-
33748991193
-
Cost curves: An improved method for visualizing classifier performance
-
Drummond, C. & Holte, R.C. (2006). Cost curves: An improved method for visualizing classifier performance. Mach. Learn., 65, 95-130.
-
(2006)
Mach. Learn.
, vol.65
, pp. 95-130
-
-
Drummond, C.1
Holte, R.C.2
-
7
-
-
21744462998
-
On bias, variance, 0/1-loss, and the curse of dimensionality
-
Friedman, J.H. (1997). On bias, variance, 0/1-loss, and the curse of dimensionality. Data Mining Knowledge Discov., 1, 55-77.
-
(1997)
Data Mining Knowledge Discov.
, vol.1
, pp. 55-77
-
-
Friedman, J.H.1
-
9
-
-
33947274775
-
Strictly proper scoring rules, prediction, and estimation
-
Gneiting, T. & Raftery, A.E. (2007). Strictly proper scoring rules, prediction, and estimation. J. Amer. Statist. Assoc., 102, 359-378.
-
(2007)
J. Amer. Statist. Assoc.
, vol.102
, pp. 359-378
-
-
Gneiting, T.1
Raftery, A.E.2
-
11
-
-
21844516840
-
Deconstructing statistical questions (with discussion)
-
Hand, D.J. (1994). Deconstructing statistical questions (with discussion). J. R. Statist. Soc., 157, 317-356.
-
(1994)
J. R. Statist. Soc.
, vol.157
, pp. 317-356
-
-
Hand, D.J.1
-
13
-
-
24144464528
-
Good practice in retail credit scorecard assessment
-
Hand, D.J. (2002). Good practice in retail credit scorecard assessment. J. Oper. Res. Soc., 56, 1109-1117.
-
(2002)
J. Oper. Res. Soc.
, vol.56
, pp. 1109-1117
-
-
Hand, D.J.1
-
14
-
-
33745886270
-
Classifier technology and the illusion of progress (with discussion)
-
Hand, D.J. (2006). Classifier technology and the illusion of progress (with discussion). Statist. Sci., 21, 1-34.
-
(2006)
Statist. Sci.
, vol.21
, pp. 1-34
-
-
Hand, D.J.1
-
15
-
-
69549133517
-
Measuring classifier performance: A coherent alternative to the area under the ROC curve
-
Hand, D.J. (2009). Measuring classifier performance: A coherent alternative to the area under the ROC curve. Mach. Learn., 77, 103-123
-
(2009)
Mach. Learn.
, vol.77
, pp. 103-123
-
-
Hand, D.J.1
-
16
-
-
77953705269
-
Evaluating diagnostic tests: The area under the ROC curve and the balance of errors
-
Hand, D.J. (2010). Evaluating diagnostic tests: The area under the ROC curve and the balance of errors. Statist. Med., 29, 1502-1510.
-
(2010)
Statist. Med.
, vol.29
, pp. 1502-1510
-
-
Hand, D.J.1
-
17
-
-
84869883875
-
When is the area under the ROC curve and appropriate measure of classifier performance
-
Hand, D.J. & Anagnostopoulos, C. (2012). When is the area under the ROC curve and appropriate measure of classifier performance. Technical Report, Department of Mathematics, Imperial College, London.
-
(2012)
Technical Report, Department of Mathematics, Imperial College, London
-
-
Hand, D.J.1
Anagnostopoulos, C.2
-
18
-
-
84869888557
-
-
A better beta for the H measure. Available at:
-
Hand, D.J. & Anagnostopoulos, C. (2012b). A better beta for the H measure. Available at: http://arxiv.org/abs/1202.2564.
-
(2012)
-
-
Hand, D.J.1
Anagnostopoulos, C.2
-
20
-
-
84949693316
-
The overlapping coefficient as a measure of agreement between probability distributions and point estimation of the overlap of two normal densities
-
Inman, H.F. & Bradley, E.L. (1989). The overlapping coefficient as a measure of agreement between probability distributions and point estimation of the overlap of two normal densities. Commun. Statist., Part A-Theory Meth. 18, 3851-3874.
-
(1989)
Commun. Statist., Part A-Theory Meth.
, vol.18
, pp. 3851-3874
-
-
Inman, H.F.1
Bradley, E.L.2
-
21
-
-
84869887102
-
-
Meta analysis of Classification Methods PhD thesis, Department of Mathematics, Imperial College, London
-
Jamain, A. (2004). Meta analysis of Classification Methods PhD thesis, Department of Mathematics, Imperial College, London
-
(2004)
-
-
Jamain, A.1
-
22
-
-
49349117698
-
Mining supervised classification performance studies: A meta-analytic investigation
-
Jamain, A. & Hand, D.J. (2008). Mining supervised classification performance studies: A meta-analytic investigation. J. Classificat., 25, 87-112.
-
(2008)
J. Classificat.
, vol.25
, pp. 87-112
-
-
Jamain, A.1
Hand, D.J.2
-
24
-
-
0024370623
-
Analyzing a portion of the ROC curve
-
McLish, D.K. (1989). Analyzing a portion of the ROC curve. Med. Decision Making, 9, 190-195.
-
(1989)
Med. Decision Making
, vol.9
, pp. 190-195
-
-
McLish, D.K.1
-
26
-
-
0029900390
-
Testing for individual and population equivalence based on the proportion of similar responses
-
Rom, D.R. & Hwang, E. (1996). Testing for individual and population equivalence based on the proportion of similar responses. Statist. Med., 15, 1489-1505.
-
(1996)
Statist. Med.
, vol.15
, pp. 1489-1505
-
-
Rom, D.R.1
Hwang, E.2
-
27
-
-
0035970139
-
Non-parametric estimates of overlap
-
Stine, R.A. & Heyse, J.F. (2001). Non-parametric estimates of overlap. Statist. Med., 20, 215-236.
-
(2001)
Statist. Med.
, vol.20
, pp. 215-236
-
-
Stine, R.A.1
Heyse, J.F.2
-
28
-
-
21244485773
-
The partial area under the summary ROC curve
-
Walter, S.D. (2005). The partial area under the summary ROC curve. Statist. Med., 24, 2025-2040.
-
(2005)
Statist. Med.
, vol.24
, pp. 2025-2040
-
-
Walter, S.D.1
-
30
-
-
0011106352
-
A family of nonparametric statistics for comparing diagnostic markers with paired or unpaired data
-
Wieand, S., Gail, M.H., James, B.R. & James, K.L. (1989). A family of nonparametric statistics for comparing diagnostic markers with paired or unpaired data. Biometrika, 76, 585-592.
-
(1989)
Biometrika
, vol.76
, pp. 585-592
-
-
Wieand, S.1
Gail, M.H.2
James, B.R.3
James, K.L.4
-
31
-
-
0020136590
-
The problem of screening for uncommon disorders-A comment on the Eating Attitudes Test
-
Williams, P., Hand, D.J. & Tarnopolsky, A. (1982). The problem of screening for uncommon disorders-A comment on the Eating Attitudes Test. Psychol. Med., 12, 431-434.
-
(1982)
Psychol. Med.
, vol.12
, pp. 431-434
-
-
Williams, P.1
Hand, D.J.2
Tarnopolsky, A.3
-
32
-
-
0011680015
-
Scoring rules and the evaluation of probability assessors
-
Winkler, R.L. (1969). Scoring rules and the evaluation of probability assessors. J. Amer. Statist. Assoc., 64, 1073-1078.
-
(1969)
J. Amer. Statist. Assoc.
, vol.64
, pp. 1073-1078
-
-
Winkler, R.L.1
-
33
-
-
16244366026
-
Index for rating diagnostic tests
-
Youden, W.J. (1950). Index for rating diagnostic tests. Cancer, 3, 32-35.
-
(1950)
Cancer
, vol.3
, pp. 32-35
-
-
Youden, W.J.1
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