Machine Learning
, Volume 45, 2001
Volume 45, Number 1, October 2001
Leo Breiman
:
Random Forests.
5-32
Don R. Hush
,
Clint Scovel
:
On the VC Dimension of Bounded Margin Classifiers.
33-44
Mark Brodie
,
Gerald DeJong
:
Iterated Phantom Induction: A Knowledge-Based Approach to Learning Control.
45-76
Erik van Nimwegen
,
James P. Crutchfield
:
Optimizing Epochal Evolutionary Search: Population-Size Dependent Theory.
77-114
Volume 45, Number 2, November 2001
Yishay Mansour
,
Mariano Schain
:
Learning with Maximum-Entropy Distributions.
123-145
Marco Ramoni
,
Paola Sebastiani
:
Robust Learning with Missing Data.
147-170
David J. Hand
,
Robert J. Till
:
A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems.
171-186
Peter Tiño
,
Georg Dorffner
:
Predicting the Future of Discrete Sequences from Fractal Representations of the Past.
187-217
Boris Mirkin
:
Reinterpreting the Category Utility Function.
219-228
Volume 45, Number 3, December 2001
Yasuhiko Morimoto
,
Hiromu Ishii
,
Shinichi Morishita
:
Efficient Construction of Regression Trees with Range and Region Splitting.
235-259
Leo Breiman
:
Using Iterated Bagging to Debias Regressions.
261-277
Bo Thiesson
,
Christopher Meek
,
David Heckerman
:
Accelerating EM for Large Databases.
279-299
Jyrki Kivinen
,
Manfred K. Warmuth
:
Relative Loss Bounds for Multidimensional Regression Problems.
301-329
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