Grid Parameter Search¶
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 parameter values in each such cube will be sampled.
Definition¶
Input ports¶
- in-model model
in-model
- parameter space [table]
param-space
- X table
X
- Y table
Y
- cross-validation 0 - 1, [(table,table)]
cross-validation
Output ports¶
- results table
results
- parameters table
parameters
- out-model model
out-model
Configuration¶
- Cross validation splits (cv)
Number of fold in the default K-Fold cross validation. Ignored when cross-validation port is given
Implementation¶
- class node_paramsearch.ParameterSearch_Grid[source]
