bernoullinbpredict

Predicts target values for the test data points using parameters computed by bernoulliNBFit function.

Attention: Available only with Activate commercial edition.

Syntax

predictions = bernoullinbpredict(parameters,X)

[predictions, probability] = bernoullinbpredict(parameters,X)

Inputs

parameters: Output of dtcFit function.; Type: struct
X: Test data.; Type: double; Dimension: vector | matrix

Outputs

predictions: Predictions for the test data.; Type: double; Dimension: vector | matrix
probability: Probability of the test data being in a class.; Type: double; Dimension: matrix

Example

Usage of bernoullinbpredict

X = [1, 0, 1, 1;
     0, 0, 1, 0;
     1, 0, 1, 0];
	 
y = [1, 2, 2]';

X_test = X(3, :);

options = struct;
options.binarize_threshold = 0;
options.alpha = 1;

parameters = bernoullinbfit(X, y, options);
predictions = bernoullinbpredict(parameters, X_test);

> predictions
predictions = 2