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Bots From Extension: cfxai_classification

CloudFabrix ML - Classification

This extension provides 2 bots.





Bot @cfxsml:classify-predict

Bot Position In Pipeline: Sink

CFX ML Classification prediction

This bot expects a Restricted CFXQL.

Each parameter may be specified using '=' operator and AND logical operation
Following are the parameters expected for this Bot

Parameter Name Type Default Value Description
nlp_columns Text Comma separated list of columns to be vectorized using NLP techniques
category_columns Text Comma separated list of category columns (at least one of nlp or category must be specified)
model_name Text default Name of the model for trained data. Default model name is 'default'
remove_vars Text yes De-variabilize NLP columns. Allowed values 'yes' or 'no'

Example Pipelines Using this Bot







Bot @cfxsml:classify-train

Bot Position In Pipeline: Sink

CFX ML Classification training

This bot expects a Restricted CFXQL.

Each parameter may be specified using '=' operator and AND logical operation
Following are the parameters expected for this Bot

Parameter Name Type Default Value Description
nlp_columns Text Comma separated list of columns to be vectorized using NLP techniques
category_columns Text Comma separated list of category columns (at least one of nlp or category must be specified)
target_column* Text Column that identifies the Class label
model_name Text default Name of the model for trained data. Default model name is 'default'
remove_vars Text yes De-variabilize NLP columns. Allowed values 'yes' or 'no'

Example Pipelines Using this Bot