Manage ML Models

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

1. Find the specific ML model that you want to edit.
2. Click on the Edit icon associated with the model.This will open the model in Edit mode, allowing you to make changes.
3. 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.
4. After making the necessary modifications, 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

1. Click on the Share icon to share the ML model with the team/role.
2. Select between the available options. Share with User or Share with Role.
3. 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.
4. If you want to share the ML model with all users, select the Share with Everyone option.
5. 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.
6. To remove a specific user or role from the shared list, uncheck the corresponding checkbox.
7. Click Save to share your ML model with the selected users/roles.

Note

• Share with Everyone options give the access of the shared entity to all users along with new users.
• Shared individuals will receive a notification after the successful share.
• To stop sharing the ML model, simply unselect the users/roles.

Tip

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

Move to Folder

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

To organize your ML model under folders, follow these steps

1. Select the ML model you want to move by clicking on the Move to Folder icon.
2. Choose the desired folder from the dropdown menu.
3. Click the Save button to finalize the move.

Tip

• Alternately, you can drag and drop a ML model to any folder, to add it to that specific folder.
• You can also remove a ML model 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 model, follow these steps

1. Select the desired ML model.
2. Click on the Add Description option.
3. Choose the type of editor you prefer, Rich Text Editor or Markdown Editor.
4. Fill in the necessary information in the provided fields
   • Tags Add any relevant tags to categorize your ML model.
   • Description Enter a description that provides a brief overview or explanation of the ML model.
   • Content Include any additional details or notes related to the ML model.
5. 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 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

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

Caution

Please be cautious when deleting a ML model, as it cannot be recovered once deleted.