alibaba / alibaba/EasyRec

Outputting Class Probabilities for Multiclass Models During Prediction in EasyRec

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Python
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Description

Hello EasyRec Team,

I am using EasyRec for a multiclass prediction task and I have encountered an issue with the data type of the 'probs' output when running the prediction command. The error message indicates that 'probs' is not of type string. Here is the command I am using:

-Doutput_cols='probs string,probs_y double,y bigint'

I would greatly appreciate it if you could provide guidance on the correct way to specify the data type for 'probs' in the context of the prediction command. Is there a specific format or type that EasyRec expects for probability outputs?

Thank you for your assistance.

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Research direction

Start by reproducing the prediction command with -Doutput_cols='probs string,probs_y double,y bigint' and inspect how the prediction command parses output_cols and multiclass probability outputs. Done means identifying the accepted type or format for probs and documenting or validating a working command.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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