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Machine Learning (ML) - December 2001, issue 3 论文列表

本期论文列表
Efficient Construction of Regression Trees with Range and Region Splitting

Using Iterated Bagging to Debias Regressions

Accelerating EM for Large Databases

Relative Loss Bounds for Multidimensional Regression Problems

Learning with Maximum-Entropy Distributions

Robust Learning with Missing Data

A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems

Predicting the Future of Discrete Sequences from Fractal Representations of the Past

Reinterpreting the Category Utility Function

Random Forests

On the VC Dimension of Bounded Margin Classifiers

Iterated Phantom Induction: A Knowledge-Based Approach to Learning Control

Optimizing Epochal Evolutionary Search: Population-Size Dependent Theory