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Working with Nodes That Assess

Overview of This Group of Tasks

Now that you have created four predictive models and briefly examined assessment statistics for each of them, you can compare the models in order to select the model that best predicts your target.

You use the Model Comparison node to assess how well the Regression, Neural, AutoNeural, and Decision Tree models performed. The comparison is based on the expected profit that would result from implementing the model. In the last set of tasks, you learn how to produce and score new data using the Score node. The scored data identifies the candidates who are most likely to donate money.

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