Problem with parameter optimization (minChildSize, Random Forest)
Dear all,
I would like to use optimize parameters with the “Parameter Optimization Loop nodes” for a rando forest model.
Parameters to be optimized:
Number of Trees (numTrees):
Start vakue: 200
Stop value: 350
Step size: 50
Tree Depth (maxDepth):
Start value : 10
Stop value: 18
Step size: 4
Minimum Node Size (minNodeSize):
Start value: 10
Stop value: 30
Step size: 10
Minimum Child Size (minChildSize):
Start value: 5
Stop value: 15
Step size: 5
Unfortunately, I always get the same error message: “Invalid minimum child size (10); must be at most 2 x minimum node size (10)”. I have tried countless other combination. The error remains.
Can anyone help me out?
Best regards,
DA