prevision_quantum_nn.applications.classification_application

classification application module provides with the class for classification applications

Module Contents

Classes

ClassificationApplication

Classification Application.

class prevision_quantum_nn.applications.classification_application.ClassificationApplication(prefix='qnn', preprocessing_params=None, model_params=None, postprocessing_params=None)

Bases: prevision_quantum_nn.applications.application.Application

Classification Application.

model

model to be trained to solve the application

Type:QuantumNeuralNetwork

preprocessor

preprocessor to be used to solve the application

Type:Preprocessor

postprocessor

postprocessor to be used to solve the application

Type:Postprocessor

build(self)

builds the application according to dataset characteristics

solve(self, dataset)

Solves the problem given a certain dataset.

Parameters:dataset (DataSet) – dataset to be solved with this application