Manage ML Models

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Overview

Manage your ML models to streamline your ML model workflow, enhance collaboration, maintain organization, and make informed decisions based on the insights generated from your ML models.

ML models can be managed with the options to Share, Edit, Move to Folder, Add Description, and Delete.

Edit ML Model

Edit the ML Model to ensure that the model reflects the desired modifications and meets your evolving requirements.

To modify a ML model in Infoveave, follow these steps:

Locate the Model:

- Find the specific ML model that you want to edit.

Enter Edit Mode:

- Click on the Edit icon associated with the model.
- This will open the model in Edit mode, allowing you to make changes.

Modify Model Components:

- Modify Model Type: Change the model type by selecting a different option that suits your needs, allowing you to explore alternative modeling techniques.
- Adjust Column Info: Modify the column information by accessing the relevant section, where you can make changes to input and output columns and specify any ignored columns based on their relevance to the analysis.
- Build New Model: Create a fresh model with updated configurations, starting from scratch and incorporating changes made to the model type and column information.
- Choose New Model: Select a different model from the available options after building multiple models, enabling you to compare and evaluate them to find the best fit for your analysis requirements.

Save the Changes:

- After making the necessary modifications to the formula components, click on the Save button to save your edits.

Share ML Model

Sharing options in Infoveave ML Model, such as user and role-based sharing, ensure efficient distribution and utilization of model among the intended audience.

You can share your ML model with other users or roles in Infoveave. Follow these steps to share your ML model:

Access the Share Option:
- Click on the share icon to share the ML model with the team/role.
Choose Sharing Method:
- Select between the available options: Share with User or Share with Role.
Share with Users:
- If you choose Share with User, go to the “Share with Users”.
- From the share dialogue box, select the user(s) you want to share the ML model with.
Share with Everyone (Optional):
- If you want to share the ML model with all users, select the Share With Everyone option.
Share with Roles:
- If you choose Share with Role, switch to the “Share with Role”.
- Pick the roles you want to share the ML model with from the share dialogue box.
Remove Users/Roles:
- To remove a specific user or role from the shared list, uncheck the corresponding checkbox.
Save the Sharing Settings:
- Click Save to share your ML model with the selected users/roles.

Note

Shared individuals will receive a notification after the successful share.
To stop sharing the formula, simply unselect the users/roles.

Tip

Share icon will be Blue in color when shared will all.
Share icon will be Green in color when shared will a few.

Move to Folder

Organize your ML models by easily moving them to designated folders.

To organize your ML models under folders, follow these steps:

Select the ML models you want to move by clicking on the Move to Folder icon.
Choose the desired folder from the dropdown menu.
Click the “Save” button to finalize the move.

Tip

Alternately, you can drag and drop a Job to any folder, to add it to that specific folder.
You can also remove a job from a folder by dragging it outside the folder.

Add Description

When using ML models in Infoveave, you can add descriptions to provide more information. You can choose between, the Rich Text Editor or the Markdown Editor, to write and format your descriptions. This allows you to provide tags, short description, or contents about the purpose and usage for the ML models.

To add a description to your ML models, follow these steps:

Select the desired ML models.
Click on the “Add Description” option.
Choose the type of editor you prefer: Rich Text Editor or Markdown Editor.
Fill in the necessary information in the provided fields:
- Tags: Add any relevant tags to categorize your ML models.
- Description: Enter a description that provides a brief overview or explanation of the ML models.
- Content: Include any additional details or notes related to the ML models.
Click “Save” to save the description.

Tip

The Modal automatically converts text to Markdown language and vice versa, allowing more choice to the users.

Note

The Markdown Editor allows you to use simple text formatting syntax to format your description.

Use asterisks (*) or underscores (_) to emphasize text.  For example, *italic* or _italic_ will appear as italicized text.
Use double asterisks (**) or double underscores (__) for bold text.    For example, **bold** or __bold__ will appear as bold text.
Create lists by starting each line with a dash (-) or an asterisk (*), followed by a space.
Add hyperlinks using square brackets [ ] and parentheses ( ) for the URL.   For example, [Link](https://www.example.com) will create a clickable link.
  Other formatting options include headers, blockquotes, code snippets, and more. Refer to any Markdown syntax guides for additional details.

Delete ML Model

To delete a ML model in Infoveave, follow these simple steps:

Find the ML model you want to delete.
Click on the Delete icon .
Type the specified text from the warning message in the provided text field.
Alternatively, you can copy the text from the icon and paste it in the text field.
Once you have entered the correct text, click on
Delete.

Alert

Please be cautious when deleting a What-If formula, as it cannot be recovered once deleted.

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