There are a lot of exciting things coming with this release. Kraken is bigger and better than ever with even more ML algorithms being applied to your data and a brand new Refine feature that allows you to fine tune which Drivers are used in your Analysis. We are also moving the furniture around a bit to prepare for some major changes coming with the Analysis Results that will give you more options, insights, and ways to iterate on your Analyses. Stay tuned!
TL; DR
• The beginning of some major feature releases starts today
*** NEW ***
- Refine Drivers: You are now able to refine what drivers are included/excluded from the training process. After choosing the metric you would like to predict, click on the Options button in the bottom right to be taken to the Explore and Refine page. From here you can click on Refine Driver to get additional insight into the quality of your data, as well as choose which Drivers are included in your Analysis
- More Algorithms: Several new algorithms have been added to binary classification, regression, and multi class classification problem types
- Binary: Nearest neighbors classifier, support vector classifier
- Regression: XGB regressor, support vector regressor, nearest neighbor regressor
- Multi Class: Nearest neighbor classifier, support vector classifier
*** IMPROVEMENTS ***
- New Project Workflow: We have updated the New Project workflow to add more context and information as you step through the process. At the top of the page we have included icons that show you what step you are on in the process. Once you have selected a dataset and Predicted Metric we also display the basic information for that data and metric throughout the Analysis
- Revamped Analysis Results: There are some big changes coming for the Analysis Results page. In order to prepare for those changes, we have rearranged the layout of this page. The major points include:
- Driver Influence and Fit graphics have been split into two different tabs
- The green Start Predicting banner has been replaced with a new option in the top right to start predicting
- The Deep Dive Submarine is now in the top right corner
*** FIXED ***
- A bug relating to a JSON parse error was preventing Kraken from loading until the user's cache was cleared has been fixed
- Resolved an issue that was causing some scenarios to hang and never complete
- Fixed a bug that was causing duplicate Domo datasets every time predictions were run
- Various other fixes and improvements
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