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This PR includes the sample weights. I tested it before and after the inclusion with a skewed sample.
Before:
old

After:
new

There is a small effect on the MC training but should be OK. Could be also due to the fix introduced in the last commit that I believe increased the variance of the trainings (now the seed for splitting the samples is fixed).

Please have a look, but should be OK to merge

mauro verzetti added 4 commits May 24, 2018 11:25
1) normalize label fractions in the weights and allow skewing
2) introducing label-wise weighting
3) add weight and expected weight information in the history and in the plots
4) tab to spaces
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2 participants