From the course: Machine Learning and AI Foundations: Classification Modeling
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AutoML
From the course: Machine Learning and AI Foundations: Classification Modeling
AutoML
- [Instructor] Once you've started to use the various algorithms that we've discussed in this course, you're going to discover that once you set up the problem for one of these binary classification algorithms, you're also going to be set up for several others. Many software tools have taken advantage of this with AutoML features, and you're looking at one right now. This is the so-called Auto Classifier and IBM SPSS Modeler. You'll notice there are 17 modeling algorithms that are all using the same setup. So if I click on Fields here, it's saying using predefined roles, meaning that all of them are going to use the same fields, and under Modeling is various settings, like whether we're building on the training or the test partition, or rather whether we're ranking on the training or test partition. That's an important distinction. We want to build on the training, but we want to rank or test on the testing. But then…
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