The result is a general- purpose learning machine, suitable for practical learning tasks, that we call the set covering machine. We present a version of the�...
The result is a general-purposed learning machine, suitable for practical learning tasks, that we call the Set Covering Machine. We present a version of the Set�...
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The result is a general- purpose learning machine, suitable for practical learning tasks, that we call the set covering machine. We present a version of the�...
The result is a generalpurpose learning machine, suitable for practical learning tasks, that we call the set covering machine. We present a version of the�...
A fast implementation of the Set Covering Machine algorithm using a dynamic programming algorithm to select the rules of greatest utility.
Mar 14, 2024 � A general purpose learning machine, suitable for practical learning tasks, that we call the set covering machine.
Jun 7, 2023 � An extension of the classical Set Covering Machine algorithm for conjunctions/disjunctions of binary-valued rules that provably avoids spurious associations.
The result is a general-purpose learning machine, suitable for practical learning tasks, that we call the set covering machine. We present a version of the�...
We design a new learning algorithm for the Set Covering Ma- chine from a PAC-Bayes perspective and propose a PAC-Bayes risk bound which is minimized for�...
Marchand, Mario and Shawe-Taylor, John (2001) Learning with the Set Covering Machine. In Proceedings of the International Conference on Machine Learning,�...
