Figure 1. Showing the relationship between training data set size (measured in lines), the length of the generated decision tree (measured in lines as generated in the pruned rule files created by C4.5), and the file size of the resultant binary embodiment of the classification logic as a stand-alone batch style program. The X-Axis of this chart are the training data sets spaced evenly

From

Transplanting Binary Decision Trees

Eli M. Dow, Tim Penderghest

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