Solutions to “Just KNIME It!” Challenge 6 - Season 4

🌞 A new Just KNIME It! challenge is out! :partly_sunny:

🩺 You are a medical scientist researching heart failure, and one of your objectives is to better understand what factors likely have a high impact on it. 🔬 Given an unbalanced dataset on heart failure cases, your initial goal is to train a model for its prediction and then use xAI techniques to identify the top three most important features influencing the model’s predictions. :mag: What patterns can you uncover in this study?

Here is the challenge. Let’s use this thread to post our solutions to it, which should be uploaded to your public KNIME Hub spaces with tag JKISeason4-6 .

:sos: Need help with tags? To add tag JKISeason4-6 to your workflow, go to the description panel in KNIME Analytics Platform, click the pencil to edit it, and you will see the option for adding tags right there. :blush: Let us know if you have any problems!