View experiment reports

Updated at:

An experiment report compares the metric data of each experiment version to help you evaluate experiment results.

After you create and start an experiment, view the report regularly to track the progress of the experiment.

Prerequisites

  • You have registered a data table and created metrics. For instructions, see Metric Management.

  • You have created and started an experiment and attached the experiment metrics. For instructions, see Create an experiment.

Go to the experiment report page

  1. Go to the ABTest page.

    1. Log on to the PAI console.

    2. In the left-side navigation pane, click Workspaces. On the Workspaces page, click the name of the workspace that you want to manage.

    3. In the left-side navigation pane, choose Model Deployment > PAI-ABTest.

  2. On the PAI-ABTest page, in the left-side navigation pane, choose Experiment Management > Experiments.

  3. In the experiment list on the right, click Report in the Actions column of the target experiment. The Experiment Report tab opens on the Experiment Details page.

Read an experiment report

An experiment report displays the core information of the experiment in a visual chart: the experiment date, the experiment versions, the groups (the experiment version and the control version), and the related metric information.

Use the metric data of the control version as the baseline for comparison with each experiment version. The comparison shows the performance differences between the versions.

image

Filter an experiment report

You can filter the content of an experiment report by statistical period and time range.

Statistical period

The following table describes the statistical periods available for an experiment report.

Statistical periodDescription
Day: Daily average valueThe system extracts daily metric data based on the selected time range and calculates the average value. This lets you view the metric data of different experiment versions over a period of time.image
Day: Daily statisticsThe system aggregates metric data by day. You can view the daily change trends of the metric data.image
Hour: Hourly averageThe system extracts hourly metric data based on the selected time range and calculates the average value.image
Hour: Hourly statisticsThe system aggregates metric data by hour. You can view the hourly change trends of the metric data.image

Time range

The experiment report is displayed for the selected time range.

image