Closed richardwu closed 5 years ago
Output from hospital dataset on master/HEAD:
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Precision = 0.92, Recall = 0.69, Repairing Recall = 0.80, F1 = 0.79, Repairing F1 = 0.86, Detected Errors = 437, Total Errors = 509, Correct Repairs = 351, Total Repairs = 380, Total Repairs (Grdth present) = 380
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Output from hospital dataset with this patch/PR:
Precision = 0.94, Recall = 0.69, Repairing Recall = 0.80, F1 = 0.80, Repairing F1 = 0.87, Detected Errors = 438, Total Errors = 509, Correct Repairs = 351, Total Repairs = 372, Total Repairs (Grdth present) = 372
The fewer false positives result from fixing "consistency" issues with our normalization of values in https://github.com/HoloClean/holoclean/issues/16.
Looks good, please resolve the conflicts and modify the Usage section in the README.md file to refer to the examples folder
Rebased and fixed merge conflicts, should be good to merge.
Note: please review the latest commit. The first two commits are outstanding from #15 .rebasedCloses #14, #16 .
Some notable changes: