Communications Mining
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- Getting Started
- Administration
- Manage Sources and 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 messages via the UI
- Delete a dataset
- Export a dataset
- Using Exchange Integrations
- Preparing Data for .CSV Upload
- Model Training and Maintenance
- 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
- Generative Annotation (NEW)
- Understanding the status of your dataset
- Model training and labelling best practice
- Training with label sentiment analysis enabled
- Train
- 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)
- Training using Search (Refine)
- Understanding and increasing coverage
- Improving Balance and using 'Rebalance'
- When to stop training your model
- Using Analytics & Monitoring
- Automations and Communications Mining
- FAQs and More
Communications Mining User Guide
Last updated Apr 18, 2024
Which pre-trained entities are available?
The current list of standard pre-trained entities that are available to all users is shown below:
Note:
As discussed in the previous article, these can all be enabled as 'trainable', meaning users can refine the platform's understanding of them through training, and reduce the scope of what the platform considers to be an entity of that kind.
| Entity Type | Description |
|---|---|
| An email address | |
| Currency | A currency code, e.g. GBP, CHF, or USD |
| Monetary Quantity | A quantity of money, usually associated with a currency code or symbol (e.g. £100,000, $250,000, 1,000,000 EUR) |
| URL | A uniform resource locator (i.e. web address) |
| Date | A date, which can be in various formats |
| Value Date | A future date (in various possible formats) used to determine the value of a product that fluctuates in price |
| Cancellation Date | A date (in various possible formats) on which something, such as an insurance policy, is due to be cancelled |
| SEDOL | A financial security identifier, short for Stock Exchange Daily Official List, which is 7 characters in length |
| BIC Code | A Business Identifier Code (BIC) is an international standard under ISO 9362 for routing business transactions and identifying business parties, which is 8 or 11 characters in length |
| LEI | A Legal Entity Identifier (LEI) is a unique global identifier of legal entities participating in financial transactions. Formatted as a 20-character alpha-numeric code |
| ISIN | An International Securities Identification Number (ISIN) uniquely identifies a financial security. It is a 12-character alpha-numeric code |
|
Mark-to-market (MTM or M2M) | Mark-to-market refers to the “fair value” of an asset or liability based on the current market price, or the price of similar assets and liabilities, or based on another objectively obsessed “fair” value |
| CUSIP | A CUSIP is a 9-digit number or 9-character alpha-numeric code that identifies a North American financial security for the purposes of facilitating clearing and settlement of trades |
Some users may also have additional entities available that have been created specifically for their organisation.
