*** NEW ***
- Time Series Analysis: Create forecasts with the new Time Series analysis option! If you select a dataset that has at least one date and you predict on a numeric column, Kraken will give you the option to run the analysis as a time series forecast. Once the forecast is complete you can push the data back to your Data Provider to do more visualizations
- Choose another model type: We've added the ability to change the model that should be used for an Analysis. Click on the Deep Dive Submarine on the Analysis Results page to see a list of algorithms that were run against your data. If you'd prefer to use an algorithm other than what Kraken automatically selected, you can change your selection on this page.
- Confusion Matrix: Confused about whether your Analysis results are any good? Take a look at the confusion matrix and be confused no more! Clicking on the Deep Dive Submarine from the Analysis Results screen will show you the list of algorithms that ran. Clicking on each algorithm will show you additional stats and the confusion matrix
- Multi class: Multi class problem types are now supported in Kraken. Choosing a predicted metric that has more than two categories will automatically apply multi class algorithms to your data
- Delete Predicted Datasets: You can now delete unused Predicted Datasets. From the Project Overview screen there is now a menu on the Predicted Dataset with an option to delete. You can also click on the Predicted Dataset card and go to the Settings tab to delete the dataset
- Predicted Dataset Run History: See a history of your Predicted Dataset updates. Clicking on the Predicted dataset and navigating to the Settings tab will show you a history of successful prediction updates as well as any errors
*** IMPROVEMENTS ***
- Cross Validation: We've added cross validation to the ML pipeline to ensure that your models are as robust and accurate as possible
*** FIXED ***
- Fixed Deep Dive training progress leaderboard so that it shows the top performers
- Fixed Deep Dive training progress so that it shows all algorithms that ran
- Fixed the Deep Dive Analysis results for regression so that the detail stats now show up
- Data Provider navigation flow between 'Add New' and 'Manage' tabs
- Fixed a bug that was preventing the 'Sync to Origin' and 'Keep-Up-To-Date' toggles from working correctly
- Various other bug fixes and improvements
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