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nickkunz / smogn

Synthetic Minority Over-Sampling Technique for Regression
https://pypi.org/project/smogn
GNU General Public License v3.0
319 stars 78 forks source link

Using Smogn only reducing number of observations #18

Open Roiinbarr opened 3 years ago

Roiinbarr commented 3 years ago

Hey all, would love to hear if anyone here can help me.

I have a low quantity of data rows (shape - 198 rows x 13 cols DF). My goal using smogn is to increase the number of observations with gaussian noise to make my ML model more robust. I still didnt figured it out how to control all those parameters to increase my data quantity without getting out of the ranges of my columns and without get duplicate rows.

I would love to hear any recommendation / examples.

Thanks all, Roi.