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» A Boosting Algorithm for Regression
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DIS
2005
Springer
15 years 8 months ago
Practical Algorithms for Pattern Based Linear Regression
We consider the problem of discovering the optimal pattern from a set of strings and associated numeric attribute values. The goodness of a pattern is measured by the correlation b...
Hideo Bannai, Kohei Hatano, Shunsuke Inenaga, Masa...
IROS
2007
IEEE
101views Robotics» more  IROS 2007»
15 years 8 months ago
Optimizing image and camera trajectories in robot vision control using on-line boosting
— In this paper, we present a novel boosted robot vision control algorithm. The method utilizes on-line boosting to produce a strong vision-based robot control starting from two ...
A. H. Abdul Hafez, Enric Cervera, C. V. Jawahar
ML
2007
ACM
113views Machine Learning» more  ML 2007»
15 years 1 months ago
PAV and the ROC convex hull
Classifier calibration is the process of converting classifier scores into reliable probability estimates. Recently, a calibration technique based on isotonic regression has gain...
Tom Fawcett, Alexandru Niculescu-Mizil
IWANN
2005
Springer
15 years 8 months ago
Memetic Algorithms to Product-Unit Neural Networks for Regression
Francisco J. Martínez-Estudillo, Cés...