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 paramater values in each such cube will be sampled.
Configuration:
- Input ports:
- in-model : model
- in-model
- parameter space : [table]
- param-space
- X : table
- X
- Y : table
- Y
- cross-validation : [(table,table)]
- cross-validation
- Output ports:
- results : table
- results
- parameters : table
- parameters
- out-model : model
- out-model
- Cross validation splits (cv)
- Number of fold in the default K-Fold cross validation. Ignored when cross-validation port is given
