Predict

Uses a model to predict Y given X

Documentation

Applies a model to data. Uses the models implementation of the .predict method to predict Y given X. If the model was trained, X must be in the same format as the train data. (Note that some advanced models will not work with this node but must be used with the Predict Dataset node.)

Definition

Input ports

in-model

Type: model

Description: Input model

X

Type: table

Description: X

Output ports

Y

Type: table

Description: Y

Configuration

Pass through X (pass_x)

Passes through a copy of X in addition to the predicted values

Examples

The node can be found in:

• Regression.syx

• Metrics.syx

• Text_Classification.syx

• MNIST_Digits.syx

• Eigenfaces.syx

• Object_recognition_by_features.syx

• Fisher_faces.syx

• clustering.syx

• KmeansOutlierRemoval.syx

• random_forest_regressor.syx

Implementation

class node_application.Predict