-
1
-
-
33749254183
-
On the path to an ideal ROC curve: Considering cost asymmetry in learning classifiers
-
Bach, F. R., et al, "On the path to an ideal ROC curve: considering cost asymmetry in learning classifiers", Proc. of Artificial Intelligence and Statistics, 2005.
-
Proc. of Artificial Intelligence and Statistics, 2005
-
-
Bach, F.R.1
-
3
-
-
0031191630
-
The use of the area under the ROC curve in the evaluation of machine learning algorithms
-
Bradley, A.P., "The use of the area under the ROC curve in the evaluation of machine learning algorithms", Pattern Recognition, 30, pp. 1145-1159, 1997.
-
(1997)
Pattern Recognition
, vol.30
, pp. 1145-1159
-
-
Bradley, A.P.1
-
4
-
-
84897965802
-
AUC optimization vs. error rate minimization
-
Cortes, C. & Mohri, M., "AUC optimization vs. error rate minimization", NIPS'03.
-
NIPS'03
-
-
Cortes, C.1
Mohri, M.2
-
5
-
-
34047197352
-
Explicitly representing expected cost: An alternative to ROC representation
-
Drummond, C. & Holte, R.C., "Explicitly representing expected cost: an alternative to ROC representation", KDD'00.
-
KDD'00
-
-
Drummond, C.1
Holte, R.C.2
-
6
-
-
34047241972
-
Learning decision trees using the area under the ROC curve
-
Ferri, C., Flach, P. & Hernandez, J., "Learning decision trees using the area under the ROC curve", ICML '02.
-
ICML '02
-
-
Ferri, C.1
Flach, P.2
Hernandez, J.3
-
7
-
-
1942421135
-
The geometry of ROC space: Understanding machine learning metrics through ROC isometrics
-
Flach, P. A., "The geometry of ROC space: understanding machine learning metrics through ROC isometrics", ICML'03.
-
ICML'03
-
-
Flach, P.A.1
-
8
-
-
34047207610
-
A maximal figure-of-merit approach to text categorization
-
Gao, S., et al, "A maximal figure-of-merit approach to text categorization", SIGIR'03.
-
SIGIR'03
-
-
Gao, S.1
-
9
-
-
33745875075
-
A MFoM learning approach to robust multiclass multi-label text categorization
-
Gao, S., et al, "A MFoM learning approach to robust multiclass multi-label text categorization", ICML '04.
-
ICML '04
-
-
Gao, S.1
-
10
-
-
14344264748
-
Optimising area under the ROC curve using gradient descent
-
Herschtal, A. & Raskutti, B., "Optimising area under the ROC curve using gradient descent", ICML '04.
-
ICML '04
-
-
Herschtal, A.1
Raskutti, B.2
-
12
-
-
0033738539
-
The NIST speaker recognition evaluation -overview, methodology, systems, results, perspectives
-
Martin, A., et al, "The NIST speaker recognition evaluation -overview, methodology, systems, results, perspectives", Speech Communications, vol. 31, pp.225-254, 2000.
-
(2000)
Speech Communications
, vol.31
, pp. 225-254
-
-
Martin, A.1
-
14
-
-
1942451946
-
Optimizing classifier performance via an approximation to the Wilcoxon-Mann-Whitney statistic
-
Yan, L., et al, "Optimizing classifier performance via an approximation to the Wilcoxon-Mann-Whitney statistic", ICML'03.
-
ICML'03
-
-
Yan, L.1
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