Add statistics attribute to slicefinder #40
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This PR adds the statistics of the slices found sorted by slice's scores as an attribute of a
Slicefinder(top_slices_statistics_).For each slice, the following statistics are stored:
"slice_score": the score of the slice (defined in_scoremethod)"sum_slice_error": the sum of all the errors in the slice"max_slice_error": the maximum of all errors in the slice"slice_size": the number of elements in the slice"slice_average_error": the average error in the slice (sum_slice_error / slice_size)Resolves #39