Advanced Settings for Custom Models

Understand advanced options and parameters for custom classifiers and extractors

15 articles in this collection
Written by Colo Ventura and Riley Maguire

Tagging Strategy

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.

Written by Colo Ventura
Updated over a week ago

How to Download Training Data

Written by Colo Ventura
Updated over a week ago

How to Delete a Custom Model

Written by Riley Maguire
Updated over a week ago

Classifiers

Changing Algorithms

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

Written by Riley Maguire
Updated over a week ago

N-gram range

Change this setting to take into account more complex expressions

Written by Riley Maguire
Updated over a week ago

Language Settings

Using other languages in your classifier

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

Written by Riley Maguire
Updated over a week ago

Preprocessing Social Media

Read this if you want to process social media content.

Written by Riley Maguire
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

Written by Riley Maguire
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

Written by Colo Ventura
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

Written by Colo Ventura
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.

Written by Riley Maguire
Updated over a week ago

Stemming

Toggle "stemming" to transfer words to their root forms

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

Written by Riley Maguire
Updated over a week ago

Filter Stopwords

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

Written by Riley Maguire
Updated over a week ago