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Advanced Settings for Custom Models
Advanced Settings for Custom Models
Understand advanced options and parameters for custom classifiers and extractors
15 articles in this collection
Written by
Raul Garreta
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
Raul Garreta
Updated over a week ago
How to Download Training Data
Written by
Raul Garreta
Updated over a week ago
How to Delete a Custom Model
Written by
Raul Garreta
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
Raul Garreta
Updated over a week ago
N-gram range
Change this setting to take into account more complex expressions
Written by
Raul Garreta
Updated over a week ago
Language Settings
Using other languages in your classifier
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
Written by
Raul Garreta
Updated over a week ago
Preprocessing Social Media
Read this if you want to process social media content.
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
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
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
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.
Written by
Raul Garreta
Updated over a week ago
Stemming
Toggle "stemming" to transfer words to their root forms
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
Written by
Raul Garreta
Updated over a week ago
Filter Stopwords
Toggle and list the stopwords that the model will ignore for classification
Written by
Raul Garreta
Updated over a week ago