Fast algorithm selection using learning curves

JN van Rijn, SM Abdulrahman, P Brazdil… - Advances in Intelligent …, 2015 - Springer
One of the challenges in Machine Learning to find a classifier and parameter settings that
work well on a given dataset. Evaluating all possible combinations typically takes too much …

[PDF][PDF] Fast Algorithm Selection using Learning Curves

JN van Rijn, SM Abdulrahman, P Brazdil, J Vanschoren - liacs.leidenuniv.nl
One of the challenges in Machine Learning to find a classifier and parameter settings that
work well on a given dataset. Evaluating all possible combinations typically takes too much …

[PDF][PDF] Fast Algorithm Selection using Learning Curves

JN van Rijn, SM Abdulrahman, P Brazdil, J Vanschoren - researchgate.net
One of the challenges in Machine Learning to find a classifier and parameter settings that
work well on a given dataset. Evaluating all possible combinations typically takes too much …

Fast Algorithm Selection Using Learning Curves

JN van Rijn, SM Abdulrhaman, P Brazdil, J Vanschoren - 2015 - repositorio.inesctec.pt
One of the challenges in Machine Learning to find a classifier and parameter settings that
work well on a given dataset. Evaluating all possible combinations typically takes too much …

[PDF][PDF] Fast Algorithm Selection using Learning Curves

JN van Rijn, SM Abdulrahman, P Brazdil, J Vanschoren - ml.informatik.uni-freiburg.de
One of the challenges in Machine Learning to find a classifier and parameter settings that
work well on a given dataset. Evaluating all possible combinations typically takes too much …

Fast algorithm selection using learning curves

JN van Rijn, SM Abdulrahman, P Brazdil… - … on Intelligent Data …, 2015 - research.tue.nl
One of the challenges in Machine Learning to find a classifier and parameter settings that
work well on a given dataset. Evaluating all possible combinations typically takes too much …

[PDF][PDF] Fast Algorithm Selection using Learning Curves

JN van Rijn, SM Abdulrahman, P Brazdil, J Vanschoren - aad.informatik.uni-freiburg.de
One of the challenges in Machine Learning to find a classifier and parameter settings that
work well on a given dataset. Evaluating all possible combinations typically takes too much …

[PDF][PDF] Fast Algorithm Selection using Learning Curves

JN van Rijn, SM Abdulrahman, P Brazdil, J Vanschoren - repositorio.inesctec.pt
One of the challenges in Machine Learning is given a dataset, find a classifier that works
well on it. Performing a cross-validation evaluation procedure on all possible combinations …

[PDF][PDF] Fast Algorithm Selection using Learning Curves

JN van Rijn, SM Abdulrahman, P Brazdil, J Vanschoren - liacs.leidenuniv.nl
One of the challenges in Machine Learning to find a classifier and parameter settings that
work well on a given dataset. Evaluating all possible combinations typically takes too much …