MonkeyLearn

An advanced setting that allows you to select if you prefer your model to be Multi-tag, single-tag or let MonkeyLearn do it for you.

Tagging Strategy

How to Download Training Data

How to Delete a Custom Model

Francisco Decuzzi

Understand advanced options and parameters for custom classifiers and extractors

Advanced Settings for Custom Models

Choose the classifier algorithm to use with your model: Multinomial Naive Bayes or Support Vector Machines

Changing Algorithms

Change this setting to take into account more complex expressions

N-gram range

Language Settings

Change the number of features, or things to look for, in your classifier model

Max Features

Read this if you want to process social media content.

Preprocessing Social Media

Read this is you want to know what the preprocessing of numbers does and what it is useful for

Preprocessing Numbers

Read this is you want to know what the preprocessing of URLs does and what it is useful for

Preprocessing URLs

Read this is you want to know what the preprocessing of email adresses does and what it is useful for

Preprocessing Email Addresses

Read this if you want to know what the whitelist parameter is and what it is useful for.

Whitelisting Words

Toggle "stemming" to transfer words to their root forms

Stemming

Use this when there might be way more texts in some tags than others

Normalize Weights

Toggle and list the stopwords that the model will ignore for classification

Filter Stopwords

Classifiers

Blog

Find answers and get help from Intercom Support and Community Experts

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