Free cookie consent management tool by TermsFeed Policy Generator

Opened 7 years ago

Closed 7 years ago

#2778 closed defect (done)

Shuffling manipulation in the DataPreprocessing does not work as expected

Reported by: mkommend Owned by: mkommend
Priority: high Milestone: HeuristicLab 3.3.15
Component: DataPreprocessing Version: 3.3.14
Keywords: Cc:

Description (last modified by gkronber)

  • Although the option to treat the training / test partition individually is deactivated, rows in none of those partitions are not shuffled, which is rather unexpected.
  • Shuffling is implemented by swapping indices from the start until the end that introduces a bias.

For curious readers more information on shuffling can be found on Wikipedia.

Change History (6)

comment:1 Changed 7 years ago by mkommend

  • Status changed from new to accepted

r14886: Refactored and corrected shuffling in DataPreprocessing.

comment:2 Changed 7 years ago by mkommend

  • Owner changed from mkommend to gkronber
  • Status changed from accepted to reviewing

comment:3 Changed 7 years ago by gkronber

r14947: fixed off-by-one error

comment:4 Changed 7 years ago by gkronber

  • Owner changed from gkronber to mkommend
  • Status changed from reviewing to readytorelease

Reviewed r14886, please release.

comment:5 Changed 7 years ago by gkronber

  • Description modified (diff)

comment:6 Changed 7 years ago by mkommend

  • Resolution set to done
  • Status changed from readytorelease to closed

r14960: Merged r14886 and r14947 into stable.

Note: See TracTickets for help on using tickets.