Prediction error Vs model complexity graph

JustaLearnerJustaLearner Member Posts: 2 image Learner I
in Help
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:

Answers

  • MartinLiebigMartinLiebig Administrator, Moderator, Employee-RapidMiner, RapidMiner Certified Analyst, RapidMiner Certified Expert, University Professor Posts: 3,533 image RM Data Scientist
    Hey,

    sure. How do you want to define model complexity? It usually depends on the model.

    Best,
    Martin
    - Sr. Director Data Solutions, Altair RapidMiner -
    Dortmund, Germany
  • JustaLearnerJustaLearner Member Posts: 2 image Learner I
    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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