Decision tree machine learning

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Gilmar
Posts: 3
Joined: Mon Jul 03, 2023 8:36 pm

Decision tree machine learning

Post by Gilmar »

I am using the decision tree analysis under machine learning. The model provides a confusion table on the "test set", but there is no mention of other sets used, i.e. a training set. So does this model not use a training set? Where do the predictions come from? And how about the decision tree, is it also created on the current dataset, without utilizing a training set?
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seol
Posts: 169
Joined: Mon Dec 04, 2017 8:40 am
Location: Seoul, Korea
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Re: Decision tree machine learning

Post by seol »

Hi Gilmar

Are you using snowCluster module? If you want to get the results of training set, you can use Machine Learning analysis within snowCluster module.

If you want to get the results of training set within decision tree analysis, I will update it soon.

Best Regards
Seol
Gilmar
Posts: 3
Joined: Mon Jul 03, 2023 8:36 pm

Re: Decision tree machine learning

Post by Gilmar »

Hi Seol,

Thank you! I mostly want to understand where does the training set the decision tree uses comes from. If it comes from pre designated set, how do we know this set even fits the test set. Or perhaps does it train on a randomized subset of the test set?
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patc3
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Joined: Thu Jun 15, 2023 3:25 am

Re: Decision tree machine learning

Post by patc3 »

it's a random sub-sample from your own sample
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seol
Posts: 169
Joined: Mon Dec 04, 2017 8:40 am
Location: Seoul, Korea
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Re: Decision tree machine learning

Post by seol »

Hi Gilmar

For more information, see the following sites: https://rpubs.com/njvijay/14899

Best
Seol
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