PredictedValue

Predicted value of model at specified inputs

Syntax

y = PredictedValue(model,x)

Description

y = PredictedValue(model,x) evaluates the model modelat x.

Examples

Compare Predicted Values

Compare predicted values of two models.

y = PredictedValue(R, X);
modelPred = PredictedValue(thisRF, x);

Input Arguments

model — Model object

mbcmodel.model object

Model being evaluated, specified as an mbcmodel.model object.

x — Input data

array

Input data where you want to evaluate the output of the model, specified as an array

Output Arguments

y — Predicted value

array

Predicted value of the model at the input data points x, returned as an array.

Note

To evaluate model output for a local response or hierarchical response, you have to construct it using MakeHierarchicalResponse (or CreateAlternativeModels). If you have created alternative response feature models then a best model must be selected. If you have made changes such as removing outliers since choosing a model as best, you may need to choose a new best model. For a local response, the predicted value uses the hierarchical model. If no data is specified then the data from all tests is used.

More About

Usage

This is a method of the hierarchical, response, local response, and model objects: mbcmodel.hierarchicalresponse, mbcmodel.response, mbcmodel.localresponse, and mbcmodel.model.

Version History

Introduced before R2006a