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Model Training & Maintenance
Guides on how to create, improve and maintain Models in Communications Mining, using platform features such as Discover, Explore and Validation
Getting Started
Introduction to UiPath Communications Mining
Setting Up Your Account
Platform Guide
Key Concepts & Terminology
Manage Accounts & Access
Manage Your Account
Manage Access
Model Training & Maintenance
Managing Sources & Datasets
Understanding Model Training
Train
Discover
Explore
Refining Models & Using Validation
Model Maintenance & Using 'Models'
Using Entities
Quick Training How-To's
Using Analytics
Using 'Reports'
Filtering 'Reports'
Automations & Communications Mining
Creating Automations
Using 'Streams' (formerly 'Triggers')
Technical Support
FAQs & More
FAQs, Tips & Tricks
Platform Updates
Model Training & Maintenance
Getting Started
Manage Accounts & Access
Using Analytics
Automations & Communications Mining
Technical Support
FAQs & More
Managing Sources & Datasets
Understanding the 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
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
Overview of the model training process
Understanding the status of your dataset
Model training and labelling best practice
Training with label sentiment analysis enabled
Training chat and calls data
Train
Using 'Train' (NEW)
Discover
Introduction to Discover
Training using 'Clusters'
Training using 'Search' (Discover)
Explore
Introduction to Explore
Reviewing label predictions
Training using 'Shuffle'
Training using 'Teach Label' (Explore)
Training using 'Low confidence'
Training using 'Search' (Explore)
Pruning and reorganising your taxonomy
Refining Models & Using Validation
Introduction to 'Refine'
Precision and recall explained
Precision and recall
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
Model rollback
Using Entities
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