prevision_quantum_nn.applications.multiclassification_application

multiclassification application module provides with the class for multiclassification applications

Module Contents

Classes

MultiClassificationApplication

Multiclassification application.

class prevision_quantum_nn.applications.multiclassification_application.MultiClassificationApplication(prefix='qnn', preprocessing_params=None, model_params=None, postprocessing_params=None)

Bases: prevision_quantum_nn.applications.application.Application

Multiclassification 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