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Better access / visualization of grid search results #1020

@amueller

Description

@amueller

The GridSearchCV.grid_scores_ are stored in a not very user-friendly way.
It would be great to have nd-arrays and a set of labels.
Things that should be easily possible:

  • plot in the case of 1 parameter
  • matshow in the case 2 parameters
  • look at slices and "marginals' (mean over rest of parameters) when looking at more parameters

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