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Support for multi-output label (multitask learning) #86

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bagustris opened this issue Oct 12, 2023 · 1 comment
Open

Support for multi-output label (multitask learning) #86

bagustris opened this issue Oct 12, 2023 · 1 comment

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@bagustris
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bagustris commented Oct 12, 2023

The current behavior of Nkululeko only supports a single target (e.g., target = emotion). Given that scikit-learn supports multiouput labels, it is possible to make Nkululeko also support multitask learning.

Imagine that we can do,

target = ['emotion', 'age', 'gender']

in the INI file.

For the first start, one could change the format of the target from target = emotion to target = ['emotion'] and do the rest later.

@felixbur
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felixbur commented Oct 13, 2023

interesting-
need to look into this
I don't think though that target should be a list until it's implemented

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