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.
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
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
-
class
node_paramsearch.ParameterSearch_Grid[source]
