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.

Check out the given illustration on how to create an experiment based on the selected dataset.

Creating an Dataset based Experiment

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 for a Repo Sync Project.

• 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.

• A notification message appears.

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

• The newly created experiment gets added to the list.

Experiment gets added under the AutoML tab

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