Advanced Settings for Custom Models

Understand advanced options and parameters for custom classifiers and extractors

Riley Maguire avatar Diego Ventura avatar Gabriel Mordecki avatar
15 articles in this collection
Written by Riley Maguire, Diego Ventura, and Gabriel Mordecki
Classifiers

Changing Algorithms

Choose the classifier algorithm to use with your model: Multinomial Naive Bayes or Support Vector Machines
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Written by Riley Maguire
Updated over a week ago

N-gram range

Change this setting to take into account more complex expressions
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Written by Riley Maguire
Updated over a week ago

Language Settings

Using other languages in your classifier
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Written by Riley Maguire
Updated over a week ago

Max Features

Change the number of features, or things to look for, in your classifier model
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Written by Riley Maguire
Updated over a week ago

Preprocessing Social Media

Read this if you want to process social media content.
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Written by Riley Maguire
Updated this week

Preprocessing Numbers

Read this is you want to know what the preprocessing of numbers does and what it is useful for
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Written by Riley Maguire
Updated this week

Preprocessing Names

Read this is you want to know what the preprocessing of names does and what it is useful for
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Written by Gabriel Mordecki
Updated this week

Preprocessing URLs

Read this is you want to know what the preprocessing of URLs does and what it is useful for
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Written by Gabriel Mordecki
Updated this week

Preprocessing Email Addresses

Read this is you want to know what the preprocessing of email adresses does and what it is useful for
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Written by Gabriel Mordecki
Updated this week

Whitelisting Words

Read this if you want to know what the whitelist parameter is and what it is useful for.
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Written by Riley Maguire
Updated over a week ago

Stemming

Toggle "stemming" to transfer words to their root forms
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Written by Riley Maguire
Updated over a week ago

Normalize Weights

Use this when there might be way more texts in some tags than others
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Written by Riley Maguire
Updated over a week ago

Filter Stopwords

Toggle and list the stopwords that the model will ignore for classification
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Written by Riley Maguire
Updated over a week ago