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mdreid's class_probability_estimation [7 articles] Export

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	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
	Admissible probability measurement procedures [My Copy] Psychometrika, Vol. 31, No. 2. (27 June 1966), pp. 125-145. by Emir Shuford, Arthur Albert, Edward H. Massengill posted to class_probability_estimation integral_representation scoring_rules by mdreid on 2008-06-04 01:14:59 as along with 1 group Statistical Machine Learning
	Unifying Divergence Minimization and Statistical Inference Via Convex Duality [My Copy] Learning Theory (2006), pp. 139-153. by Yasemin Altun, Alex Smola posted to class_probability_estimation convexity divergence duality exponential_family by mdreid on 2008-05-28 07:48:54 as along with 1 group 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
	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
	Active Sampling for Class Probability Estimation and Ranking [My Copy] Machine Learning, Vol. 54, No. 2. (February 2004), pp. 153-178. by M. Saar-Tsechansky, F. Provost posted to active_learning class_probability_estimation ranking by mdreid on 2008-01-08 01:04:59 as along with 5 people Mohan-S jaberg xiaoyan2006 jdu sdvillal

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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
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active_learning	2
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