Grid Parameter Search¶
-
class
node_paramsearch.ParameterSearch_Grid[source]¶ Evaluates each parameter combination in the set of parameter hypercubes given by each table in the list of parameter tables. Each parameter table specify a hypercube of dimension N where N is the number of columns in the table. Every combination of paramater values in each such cube will be sampled.
Configuration: Inputs: - in-model : model
in-model
- parameter space : [table]
param-space
- X : table
X
- Y : table
Y
- cross-validation : [(table,table)]
cross-validation
Outputs: - results : table
results
- parameters : table
parameters
- out-model : model
out-model
