Grid Parameter Search

class node_paramsearch.ParameterSearch_Grid

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