ML Modeller Configuration Layout

Layout

The Infoveave ML Model layout consists of three panels- Activity panel, ML Model builder, and Configuration panel. Understanding the underlying panel elements is essential to build effective ML models in Infoveave.

Activity panel

Search option The Activity panel includes a search option that allows you to quickly find specific activities by entering keywords or activities names in the search bar. This helps streamline the activities selection process, especially when working with a large number of pre-configured activities.

Query The Query activity is the starting point for any ML model in Infoveave. Begin your ML modeling by dragging the Query activity onto the ML builder canvas.

Data Transformation activities and ML models The Activity panel also serves as a comprehensive toolbox for your machine learning endeavors. It presents a range of essential data transformation activities for data preparation before building the ML model, and a list of available ML models within the Infoveave platform.

ML Model builder

Mini map The ML model builder includes a mini-map feature that provides an overview of the entire canvas. It helps you navigate and locate specific areas within your ML model easily. By referring to the mini map, you can quickly identify and move to different activities of your ML model, facilitating efficient navigation.

Link activities In the ML model builder, you can connect activities by linking the output of one activity to the input of another. Each activity will have one input and one output node. This allows you to define the logical flow and sequence of activities within your ML model. By visually connecting activities, you can create a cohesive workflow that accurately reflects your desired data processing steps.

Lock activity Position The ML model builder allows you to lock activities positions on the ML model builder. This prevents accidental modifications and ensures that activities remain in their designated locations. By locking activities positions, you can maintain the integrity of your ML model design and avoid unintended changes during the editing process.

Zoom-In and Zoom-Out The ML model builder provides zoom-in and zoom-out options. Zooming in enables you to focus on specific areas of your ML model builder, while zooming out provides an overview of the entire canvas. This flexibility helps you work with precision and maintain an optimal view of your ML model.

Delete activities To remove a activity from your ML model builder, simply select the activity and click on the delete icon or press the backspace key. This allows you to easily remove unwanted or unnecessary activities from your ML model, refining the workflow to meet your specific requirements.

Configuration panel

Setup Setup tab allows you to name your ML model for easy reference.Providing meaningful information in these fields helps you easily identify and differentiate your models, especially when managing multiple models.

Configuration Configuration tab allows you to customize each individual activities within the ML builder.