What's New in Machine Learning
Latest Feature Updates
Release Date: Aug. 2, 2022
Updated Integer Parsing
We extended support for parsing real numbers (for example, 2.45 and 3.0) as integers. The parsing truncates the right side of the decimal point. For example, 2.45 becomes 2, and 3.0 becomes 3.
New Time Series Primitives
Added "Fourier Transform" and "Rolling Trend" primitives for improved Time Series feature engineering. We also added an additional 16 DateTime primitives for feature engineering.
Custom Input for DateTime Formats
Added 20 new DateTime formats and the ability to enter your own custom format. You can now use more DateTime datasets with our Time Series Regression model.
Machine Learning Predict Tool—Data Validation for Time Series Models
Added Time Series data validation to the Machine Learning Predict tool in Designer. The data validation checks if your input data length is longer than the forecast horizon.
Correlation Tab—Switch X-Y Axes on 2-Variable Plot
Added an option to switch the axes of the 2-Variable Plot in the Correlations tab.
Release Date: Jul. 15, 2022
Expanded Pipeline Highlights in the Auto Model leaderboard for categorical and numerical operations. We now sort operations by order of execution in the model pipeline. Use this information to choose a model based on which operations we use in the model.
Release Date: Jun. 23, 2022
Time Series—Irregularly Spaced Data
Support added for irregularly spaced Time Series datasets.
Time Series—Data Checks
Added data checks to warn you when we modify your data.
Release Date: Jun. 16, 2022
Stop Criteria—Model Setup
You now have the option to set "time" as the stop criteria for model search completion. The minimum stop time is 1 minute.