Grid Parameter Search

../../../../_images/hyperparam.svg

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.

Documentation

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:

Input ports:
in-modelmodel

in-model

parameter space[table]

param-space

Xtable

X

Ytable

Y

cross-validation[(table,table)]

cross-validation

Output ports:
resultstable

results

parameterstable

parameters

out-modelmodel

out-model

Definition

class node_paramsearch.ParameterSearch_Grid[source]