It really changes the experience for both new users and experienced data scientists, and you’ll likely find yourself starting all of your new projects with it. I’ll go out on a limb and say Auto Model is the most important new capability we’ve ever added to RapidMiner Studio. Last week i tried Auto Model on the same dataset just some hours and a single machine to get the same results. Last year I had 12 workstations running about 50 hours for a regression task with parameter tuning for eight labels. Thanks for letting me use new feature, the Auto Model is marvelous…many congratulations and the team □ for building such a tool. Still not convinced? Here’s some feedback from other users who’ve been using Auto Model: All of the other automated machine learning approaches we’ve seen hide the inner workings of the model from the user. We call this #noblackboxes □ It automates predictive modeling by suggesting the best machine learning algorithms for your data, then generates optimized, cross-validated predictive models so you can see which model performed the best.īest of all, the output is a RapidMiner Studio process, so you can instantly visualize all the data prep and modeling steps, and selectively fine tune and test them as needed. Now everyone can use Auto Model!Īuto Model is new in RapidMiner Studio 8.1, and it accelerates everything you do when building a predictive model so you can build higher quality predictive models, faster. Auto Model speeds data prep by automatically analyzing data to identify common quality problems like correlations, missing values, and stability. Here’s what you’ll get when you upgrade: RapidMiner Auto Model You won’t get a 30-day trial until you upgrade. But trust me, upgrading to the latest version so you can get a trial is well worth the time. Most of all, we wanted everyone to be able to experience Auto Model to build higher quality predictive models, faster.Īll you need to do is make sure you are using the latest version of RapidMiner Studio. We want to make sure that everyone has the best possible experience with RapidMiner Studio, including unlimited data and the fastest possible performance. Everyone on the latest version of RapidMiner Studio will automatically receive the 30-day trial license. Today, RapidMiner announced that we’re giving everyone a 30-day trial of RapidMiner Studio. For more details, check out our latest release. We’re on a mission to make machine learning more accessible to anyone. There have been some major advancements to the RapidMiner platform since this article was originally published.
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