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Prediction error Vs model complexity graph
JustaLearner
New Altair Community Member
Apr 12, 2024
Updated
Nov 5, 2024
by
Jocelyn
Is there a way in RapidMiner to plot the trade-off between the above two - contrasting training data with test data? Similar to the conceptual chart shown:
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MartinLiebig
Altair Employee
Apr 15, 2024
Hey,
sure. How do you want to define model complexity? It usually depends on the model.
Best,
Martin
JustaLearner
New Altair Community Member
OP
Apr 15, 2024
Hi Martin, let's say I'm using Random Forest and only increasing the tree depth in 10 increments from 10 to 100. How would that work, please?
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