Generating Trees From Combined Models.
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10.7 years ago
kandoigaurav ▴ 150

I've 80 models trained on 80 training sets (Same Positive instance but different Negative Instances) using the same classifier(Random Forest with Bootstrapping).

Now, I've combined these models to generate a combined model to use for predictions. However, I'm unable to generate a tree from this combined model. Can anyone suggest, how can I generate a combined tree so that it encompasses the information from all 80 models? I'm currently using WEKA for the analysis. I can't figure out how to generate a tree from the combined model. Any suggestion for some other tool would also be great.

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