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Pt1420 Unit 5 Assignment

Satisfactory Essays

For the remaining parameters, we needed a tree that would not lose its readability and still provide good results; therefore, we chose a maximum depth of 7, since increasing it did not improve the results significantly, and would have made it more difficult to extract the rules and observe the results. Regarding the maximum number of bins, the default value is 32. As our variables were all continuous we could choose a lower number of bins and the one that yielded best results was

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