BibSLEIGH corpus
BibSLEIGH tags
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BibSLEIGH people
Open Knowledge
XHTML 1.0 W3C Rec
CSS 2.1 W3C CanRec
email twitter
Travelled to:
1 × Australia
1 × Canada
1 × Italy
3 × USA
Collaborated with:
J.Hernández-Orallo T.Gärtner C.F.Ramirez C.Ferri J.Fürnkranz N.Lachiche A.Appice M.Ceci S.Rawles A.Kowalczyk A.J.Smola
Talks about:
roc (4) classifi (3) multi (3) class (3) curv (3) perform (2) classif (2) metric (2) machin (2) learn (2)

Person: Peter A. Flach

DBLP DBLP: Flach:Peter_A=

Facilitated 1 volumes:

KDD 2009Ed

Contributed to:

ICML 20112011
ICML 20042004
ICML 20032003
ICML 20022002
ICML 20012001
KR 19981998

Wrote 11 papers:

ICML-2011-FlachHR #classification #performance
A Coherent Interpretation of AUC as a Measure of Aggregated Classification Performance (PAF, JHO, CFR), pp. 657–664.
ICML-2011-Hernandez-OralloFR #classification #cost analysis #performance #visualisation
Brier Curves: a New Cost-Based Visualisation of Classifier Performance (JHO, PAF, CFR), pp. 585–592.
ICML-2004-AppiceCRF #multi #problem
Redundant feature elimination for multi-class problems (AA, MC, SR, PAF).
ICML-2004-FerriFH #classification
Delegating classifiers (CF, PAF, JHO).
ICML-2003-Flach #comprehension #geometry #machine learning #metric
The Geometry of ROC Space: Understanding Machine Learning Metrics through ROC Isometrics (PAF), pp. 194–201.
ICML-2003-FurnkranzF #analysis #evaluation #metric
An Analysis of Rule Evaluation Metrics (JF, PAF), pp. 202–209.
ICML-2003-LachicheF #classification #multi #probability #using
Improving Accuracy and Cost of Two-class and Multi-class Probabilistic Classifiers Using ROC Curves (NL, PAF), pp. 416–423.
ICML-2002-FerriFH #learning #using
Learning Decision Trees Using the Area Under the ROC Curve (CF, PAF, JHO), pp. 139–146.
ICML-2002-GartnerFKS #kernel #multi
Multi-Instance Kernels (TG, PAF, AK, AJS), pp. 179–186.
ICML-2001-GartnerF #classification #named
WBCsvm: Weighted Bayesian Classification based on Support Vector Machines (TG, PAF), pp. 154–161.
Comparing Consequence Relations (PAF), pp. 180–189.

Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
Hosted as a part of SLEBOK on GitHub.