mdreid's classification [21 articles] Export

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	On the Consistency of Multiclass Classification Methods [My Copy] Journal of Machine Learning Research, Vol. 8 (May 2007), pp. 1007-1025. by Ambuj Tewari, Peter L. Bartlett posted to calibration classification consistency multiclass theory by mdreid on 2009-06-24 11:12:19 as along with 2 people and 1 group shivak sdvillal Statistical Machine Learning
	An Improved Predictive Accuracy Bound for Averaging Classifiers [My Copy] In ICML '01: Proceedings of the Eighteenth International Conference on Machine Learning (2001), pp. 290-297. by John Langford, Matthias Seeger, Nimrod Megiddo posted to bounds classification margin pac-bayes theory by mdreid on 2009-04-08 12:32:59 as along with 1 group Statistical Machine Learning
	Learning from data of variable quality [My Copy] In In NIPS 18, Vol. 2006 (1995) by Koby Crammer, Michael Kearns, Jennifer Wortman posted to class_probability_estimation classification data noise theory by mdreid on 2009-03-26 01:23:42 as along with 1 group Statistical Machine Learning
	Infinitely Imbalanced Logistic Regression [My Copy] Journal of Machine Learning Research, Vol. 8 (April 2007), pp. 761-773. by Art B. Owen posted to classification imbalance logistic regression by mdreid on 2009-03-22 23:05:30 as along with 1 group Statistical Machine Learning
	Maximal margin classification for metric spaces [My Copy] J. Comput. Syst. Sci., Vol. 71, No. 3. (October 2005), pp. 333-359. by Matthias Hein, Olivier Bousquet, Bernhard Schölkopf posted to classification embedding kernel metric theory by mdreid on 2009-02-18 00:26:43 as along with 1 person and 1 group teesid Statistical Machine Learning
	Information, Divergence and Risk for Binary Experiments [My Copy] (5 Jan 2009) by Mark D. Reid, Robert C. Williamson posted to classification divergence estimation information mine probability theory by mdreid on 2009-01-06 07:33:17 as along with 3 people and 1 group shivak sbarthelme mmorzy Statistical Machine Learning
	Shark [My Copy] Journal of Machine Learning Research, Vol. 9 (June 2008), pp. 993-996. by Christian Igel, Verena Heidrich-Meisner, Tobias Glasmachers posted to classification cpp regression software by mdreid on 2008-08-23 01:57:43 as along with 1 group Statistical Machine Learning
	Classifier Technology and the Illusion of Progress [My Copy] (19 Jun 2006) by David J. Hand posted to classification empiricism evaluation simplicity by mdreid on 2008-07-18 05:20:36 as along with 2 people and 1 group rdiaz arsyed Statistical Machine Learning
	Value Regularization and Fenchel Duality [My Copy] J. Mach. Learn. Res., Vol. 8 (2007), pp. 441-479. by Ryan M. Rifkin, Ross A. Lippert posted to classification fenchel_duality kernel regression regularisation by mdreid on 2008-06-23 01:41:54 as along with 1 person and 1 group yaroslavvb Statistical Machine Learning
	A class of logistic-type discriminant functions [My Copy] Biometrika, Vol. 89, No. 1. (1 March 2002), pp. 1-22. by Shinto Eguchi, John Copas posted to auc classification class_probability_estimation logistic loss neyman-pearson roc weighting by mdreid on 2008-04-30 06:53:14 as along with 1 group Statistical Machine Learning
	On classification, ranking, and probability estimation [My Copy] In Probabilistic, Logical and Relational Learning - A Further Synthesis, No. 07161. (2008) by Peter Flach, Edson T. Matsubara edited by Luc de Raedt, Thomas Dietterich, Lise Getoor, Kristian Kersting, Stephen H. Muggleton posted to classification class_probability_estimation ranking reduction roc by mdreid on 2008-04-09 01:07:40 as along with 1 group Statistical Machine Learning
	A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems [My Copy] Mach. Learn., Vol. 45, No. 2. (November 2001), pp. 171-186. by David J. Hand, Robert J. Till posted to auc classification multiclass roc by mdreid on 2008-03-31 01:43:41 as along with 2 people and 1 group ldietz assad79 Statistical Machine Learning
	The meaning and use of the area under a receiver operating characteristic (ROC) curve. [My Copy] Radiology, Vol. 143, No. 1. (1 April 1982), pp. 29-36. by J. A. Hanley, B. J. McNeil posted to auc ranking roc classification interpretation by mdreid on 2008-03-31 00:56:40 as along with 16 people and 4 groups gtaralds olberd tuckmobile lingendj misonneh Flit neteler nachtalp microserf Repton frohike jarasch bootsy girschick adoms tubbens biodiversity_conservation Global_biodiversity_model Bioinformatics Statistical Machine Learning
	Cost curves: An improved method for visualizing classifier performance [My Copy] Machine Learning, Vol. 65, No. 1. (October 2006), pp. 95-130. by Drummond, Chris, Holte, Robert posted to auc classification evaluation roc visualization by mdreid on 2008-03-14 04:43:53 as along with 2 people and 1 group tubbens justintalbot Statistical Machine Learning
	Considering Cost Asymmetry in Learning Classifiers [My Copy] Journal of Machine Learning Research, Vol. 7 (August 2006), pp. 1713-1741. by Francis R. Bach, David Heckerman, Eric Horvitz posted to auc classification cost_sensitive roc svm by mdreid on 2008-03-14 04:41:56 as along with 1 group Statistical Machine Learning
	Risk bounds for statistical learning [My Copy] (23 Feb 2007) by Pascal Massart, Élodie Nédélec posted to bounds classification erm theory by mdreid on 2008-03-13 03:53:24 as along with 1 group Statistical Machine Learning
	Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization [My Copy] In Advances in Neural Information Processing Systems (2007) by X. Nguyen, M. J. Wainwright, M. I. Jordan posted to classification convexity f-divergence representation surrogate_loss by mdreid on 2008-02-26 04:02:10 as along with 1 group Statistical Machine Learning
	Convexity, Classification, and Risk Bounds [My Copy] Journal of the American Statistical Association, Vol. 101, No. 473. (March 2006), pp. 138-156. by Peter L. Bartlett, Michael I. Jordan, Jon D. Mcauliffe posted to calibration classification theory by mdreid on 2008-01-25 00:04:20 as along with 3 people and 1 group shivak mmorzy sdvillal Statistical Machine Learning
	On the Relationship between the Posterior and Optimal Similarity [My Copy] (2 Dec 2007) by Thomas M. Breuel posted to bayesian classification similarity by mdreid on 2008-01-24 10:39:55 as along with 1 group Statistical Machine Learning
	Statistical information and discrimination [My Copy] Information Theory, IEEE Transactions on In Information Theory, IEEE Transactions on, Vol. 39, No. 3. (1993), pp. 1036-1039. by F. Osterreicher, I. Vajda posted to classification f-divergence statistical_information by mdreid on 2008-01-22 00:16:31 as along with 1 group Statistical Machine Learning
	How to Compare Different Loss Functions and Their Risks [My Copy] Constructive Approximation, Vol. 26, No. 2. (August 2007), pp. 225-287. by Ingo Steinwart posted to calibration classification class_probability_estimation density_estimation loss surrogate_loss theory by mdreid on 2008-01-15 03:21:15 as along with 2 people and 1 group sdvillal mohdzamrimurah Statistical Machine Learning

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theory	79
convexity	26
classification	21
probability	20
bounds	19
information	15
online	15
scoring_rules	14
f-divergence	13
bayesian	11
statistics	11
survey	11
divergence	10
auc	9
consistency	9
data	9
duality	9
kernel	9
ranking	9
boosting	8
bregman_divergence	8
roc	8
class_probability_estimation	7
clustering	7
dimensional_reduction	7
erm	7
estimation	7
fenchel_duality	7
inequality	7
surrogate_loss	7
svm	7
game_theory	6
information_geometry	6
learning	6
automata	5
density_estimation	5
distributions	5
margin	5
modelling	5
multiclass	5
neyman-pearson	5
philosophy	5
regression	5
bregman	4
decision_theory	4
economics	4
exponential_family	4
graph_theory	4
introns	4
loss	4
max-ent	4
pac-bayes	4
prediction_markets	4
protocol	4
radamacher	4
regularisation	4
robustness	4
sparse	4
statistical_information	4
algebraic_geometry	3
algorithm	3
application	3
bioinformatics	3
calibration	3
combinatorics	3
complexity	3
confidence	3
ensemble	3
evaluation	3
evolution	3
experimental	3
graph	3
induction	3
language	3
large_scale	3
matrix	3
measurement	3
mixture_models	3
networks	3
nonparametric	3
ockhams_razor	3
reduction	3
representation	3
software	3
stacking	3
structure	3
weighting	3
active_learning	2
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characterisation	2
collaborative_filtering	2
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cost_sensitive	2
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embedding	2
empiricism	2
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graphical_models	2
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historical	2
hypothesis_testing	2
integral_representation	2
lecture_notes	2
logistic	2
metric	2
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pac	2
pca	2
prediction	2
random_projection	2
rates	2
risk	2
semisupervised	2
sgd	2
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social_science	2
spectral	2
spliceosome	2
stability	2
stream	2
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web	2
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auction	1
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bandit	1
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chaining	1
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completion	1
composition	1
compression	1
computability	1
concentration	1
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supervised	1
surrogate	1
symmetry	1
taylor	1
teaching	1
topology	1
types	1
variational	1
visualization	1

mdreid's classification [21 articles] Export

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