Experiments

Overview

Experiments belong to exactly one project and group several runs that belong to it. Experiments represent an attempt to solve the business problem with the underlying runs that generate several artifacts as well as models.

Example

Project: House Price Prediction

• Experiment 1: Linear Regression
• Experiment 2: Random Forest Regression
• Experiment 3: Random Forest Regression with HP tuning

Features

Show Experiments

Instructions

GUI

1. Select the relevant project by clicking it in the home view or via the Projects dropdown in the main navigation
2. Click the Experiments button in the side navigation

Create Experiment

Instructions

GUI

1. Select the relevant project by clicking it in the home view or via the Projects dropdown in the main navigation
2. Click the Experiments button in the side navigation
3. Click the Add Experiment button
4. Provide
   • Experiment name
   • Experiment key
   • Experiment tags - optional
   • Experiment status
5. Confirm by clicking the Create button

Edit Experiment

Instructions

GUI

1. Select the relevant project by clicking it in the home view or via the Projects dropdown in the main navigation
2. Click the Experiments button in the side navigation
3. Click the Edit Experiment button () for the relevant experiment
4. Change
   • Experiment name
   • Experiment tags
   • Experiment status
5. Confirm by clicking the Update button

Show Details

Instructions

GUI

1. Select the relevant project by clicking it in the home view or via the Projects dropdown in the main navigation
2. Click the Experiments button in the side navigation
3. Click the name of the relevant experiment