Advanced Settings for Custom Models

Understand advanced options and parameters for custom classifiers and extractors

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15 articles in this collection
Written by Raul Garreta
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 Raul Garreta
Updated over a week ago

N-gram range

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

Language Settings

Using other languages in your classifier
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Written by Raul Garreta
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 Raul Garreta
Updated over a week ago

Preprocessing Social Media

Read this if you want to process social media content.
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Written by Raul Garreta
Updated over a week ago

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 Raul Garreta
Updated over a week ago

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 Raul Garreta
Updated over a week ago

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 Raul Garreta
Updated over a week ago

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 Raul Garreta
Updated over a week ago

Stemming

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