Create Experiment

This option helps the users to create an Auto ML experiment on the selected Dataset.

A user can create a supervised learning (data science) experiment by choosing the Create Experiment option.

Please Note: The Create Experiment icon is provided on the Dataset List page under the Dataset tab of a Data Science Project.

  • Navigate to the Dataset List page.

  • Select a Dataset from the list.

  • Click the Create Experiment icon.

Accessing the Create Experiment option for a Dataset

Please Note: An experiment gets initiated in two steps:

  • Configure: Enter Experiment name, Description, and Target column.

  • Select Experiment Type: Classification for discrete data and Regression for continuous data (numeric value).

  • The Configure tab opens (by default) while opening the Create Experiment form.

  • Provide the following information:

    • Provide a name for the experiment.

    • Provide Description (optional).

    • Select a Target Column.

    • Select a Data Preparation from the drop-down menu.

      • Use check-box to select a Data Preparation from the displayed drop-down.

Selecting Data Preparation

  • Select columns that need to be excluded from the experiment.

    • Use check-box to select a field to be excluded from the experiment.

Please Note: The selected fields will not be considered while training the Auto ML model experiment.

Selecting Columns to be excluded from the model training

  • Click the Next option.

Configure tab with selected Data Preparations and excluded fields

  • The user gets redirected to the Select Experiment Type tab.

  • Select a prediction model using the checkbox.

  • Based on the selected experiment type a validation notification message appears.

  • Click the Done option.

Selecting Experiment Type

  • A notification message appears.

  • The user gets redirected to the Auto ML list page.

  • The newly created experiment gets added to the list.

Please Note: Refer the Data Science Lab Quick Start Flow page to get an overview of the Data Science Lab module in nutshell.

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