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Model Training & Maintenance
Guides on how to create, improve and maintain Models in Re:infer, using platform features such as Discover, Explore and Validation
Getting Started
Introduction to Re:infer
Setting Up Your Account
Platform Guide
Key Concepts & Terminology
Manage Accounts & Users
Manage Your Account
Manage Users
Model Training & Maintenance
Managing Sources & Datasets
Understanding Model Training
Discover
Explore
Refining Models & Using Validation
Model Maintenance & Using 'Models'
Using Entities
Quick Training How-To's
Using Analytics
Using 'Reports'
Using 'Dashboard'
Using 'Compare'
Automations & Re:infer
Creating Automations
Using 'Streams' (formerly 'Triggers')
Best practice
Technical Support
Videos, FAQs & More
Video Guides
FAQs
Platform Updates
Tips & Tricks
Model Training & Maintenance
Getting Started
Manage Accounts & Users
Using Analytics
Automations & Re:infer
Technical Support
Videos, FAQs & More
Managing Sources & Datasets
Understanding Re:infer's data structure and permissions
Create a data source in the GUI
Uploading a CSV file into a source
Create a new dataset
Multilingual sources and datasets
Enabling sentiment on a dataset
Amend a dataset's settings
Delete verbatims via the UI
Delete a dataset
Export a dataset
Understanding Model Training
Introduction to Model Training: video guide
Understanding labels, entities and metadata
Label hierarchy and best practice
Defining your taxonomy objectives
Analytics vs. automation use cases
Turning your objectives into labels
Building your taxonomy structure
Taxonomy design best practice
Importing your taxonomy to Re:infer
Overview of the model training process
Understanding the status of your dataset
Model training and labelling best practice
Training with sentiment analysis enabled
Training chat and calls data
Training support & resources
Discover
Introduction to Discover
Discover: video guide
Training using 'Clusters'
Training using 'Search' (Discover)
Explore
Introduction to Explore
Explore: video guide
Training using 'Shuffle'
Training using 'Teach label' (Explore)
Training using 'Low confidence'
Pruning and reorganising your taxonomy
Refining Models & Using Validation
Introduction to 'Refine'
Refine: video guide
Precision and recall explained
Precision and recall in Re:infer
How does Validation work?
Understanding and improving model performance
Why might a label have low average precision?
Training using 'Check label' and 'Missed label'
Training using 'Teach label' (Refine)
Understanding and increasing coverage
Improving Balance and using 'Rebalance'
When to stop training your model
Model Maintenance & Using 'Models'
Pinning and tagging a model version
Deleting a pinned model
Adding new labels to existing taxonomies
Maintaining a model in production
Using Entities
Entities training guide
Defining and setting up your entities
Understanding entities
Which pre-trained entities are available?
Enabling, disabling, updating and creating entities
Entity filtering
Reviewing and applying entities
Validation for entities
Improving entity performance
Building custom regex entities
Quick Training How-To's
Applying labels
Reviewing verbatims
Searching for verbatims
Label editing