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https://issues.apache.org/jira/browse/IGNITE-9145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-9145:
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Description:
The main idea to add a few strategies of indexing: sorting and so on.
Currently it supports only one strategy (most popular with zero and less
popular with the max index size).
There are can be a few options
* 'frequencyDesc': descending order by label frequency (most frequent label
assigned 0)
* 'frequencyAsc': ascending order by label frequency (least frequent label
assigned 0)
Please, update the method **transformFrequenciesToEncodingValues and add the
strategy as a parameter of trainer.
was:
The main idea to add a few strategies of indexing: sorting and so on.
Currently it supports only one strategy (most popular with zero and less
popular with the max index size).
There are can be a few options
* 'frequencyDesc': descending order by label frequency (most frequent label
assigned 0)
* 'frequencyAsc': ascending order by label frequency (least frequent label
assigned 0)
* 'alphabetDesc': descending alphabetical order
* 'alphabetAsc': ascending alphabetical order
Please, update the method **transformFrequenciesToEncodingValues and add the
strategy as a parameter of trainer.
> [ML] Add different strategies to index labels in StringEncoderTrainer
> ---------------------------------------------------------------------
>
> Key: IGNITE-9145
> URL: https://issues.apache.org/jira/browse/IGNITE-9145
> Project: Ignite
> Issue Type: Improvement
> Components: ml
> Reporter: Aleksey Zinoviev
> Assignee: Aleksey Zinoviev
> Priority: Major
>
> The main idea to add a few strategies of indexing: sorting and so on.
> Currently it supports only one strategy (most popular with zero and less
> popular with the max index size).
> There are can be a few options
> * 'frequencyDesc': descending order by label frequency (most frequent label
> assigned 0)
> * 'frequencyAsc': ascending order by label frequency (least frequent label
> assigned 0)
>
> Please, update the method **transformFrequenciesToEncodingValues and add the
> strategy as a parameter of trainer.
>
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