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Epic | Model improvements 2023-02-15 #74

@apmt

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@apmt

Description

This story was created to describe the new models adjustments for the 2023-02-05 delivery

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Shannon Entropy

Who When Then
A tech support need to add Shannon Entropy to KeySmash Features in order to validate if the model performs better

Tasks

Bigrams Sequence Feature

Who When Then
A tech support need to add Bigrams Sequence Feature to KeySmash Features in order to validate if the model performs better

Tasks

Fix Y as not consonant in consonant sequence KeySmash feature

Who When Then
A tech support need to add Fix Y as not consonant in consonant sequence KeySmash feature in order to validate if the model performs better

Tasks

Get context states abbreviations into context abbreviations file

Who When Then
A tech support need to get context states abbreviations into context abbreviations file in order to validate if the model performs better

Tasks

Unique Characters

Who When Then
A tech support need to add Unique Characters to KeySmash Features in order validate if the model performs better

Tasks

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data preprocessingconsists of all changing, cleaning and validating the data before running the modelfeature-engineering

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