SMOTE-NC sampling_strategy='not majority' MemoryError: Unable to allocate 135. GiB

[anubhass]

Description

I am trying to perform SMOTE-NC using sampling_strategy = 'not majority' so that I limit the samples. Still I am running in to

MemoryError: Unable to allocate 135. GiB for an array with shape (39514, 5, 92034) and data type float64.

My system configuration is 32GB RAM, 16 cores. Please help..

Steps/Code to Reproduce

Expected Results

Actual Results

Versions

[chkoar]

an array with shape (39514, 5, 92034)

It is strange that you are getting a message about a three dimensional array.
Could you share your code and data?

[glemaitre]

Closing for inactivity