Question
You are given the following training set with three attributes A1, A2 and A3 and one binary output y. Construct the decision tree for the
You are given the following training set with three attributes A1, A2 and A3 and one binary output y. Construct the decision tree for the hypothesis in the training set. You have to show the steps for the calculations of the information gain of each attribute and the complete decision tree to get full points.
| Example | A1 | A2 | A3 | Output y |
| X1 | 1 | 0 | 0 | 0 |
| X2 | 1 | 0 | 1 | 0 |
| X3 | 0 | 1 | 0 | 0 |
| X4 | 1 | 1 | 1 | 1 |
| X5 | 1 | 1 | 0 | 1 |
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Repairing And Querying Databases Under Aggregate Constraints
Authors: Sergio Flesca ,Filippo Furfaro ,Francesco Parisi
2011th Edition
146141640X, 978-1461416401
