pyriemann_qiskit.ensemble.JudgeClassifier

class pyriemann_qiskit.ensemble.JudgeClassifier(judge, clfs)

Judge classifier

Several classifiers are trained on the balanced dataset. When at least one classifier disagrees on the label of a given input in the training set, the input was noted. These inputs, a subset of the training data of the balanced dataset, formed an additional dataset on which a new classifier was subsequently trained. Adapted from [1].

Parameters:

• judge (ClassifierMixin) – Classifier trained on the inputs for which classifiers clfs obtain different predictions.

• clfs (list of ClassifierMixin) – Classifiers trained on the balanced dataset.

Notes

Added in version 0.2.0.

References

[1]

M. Grossi et al., ‘Mixed Quantum–Classical Method for Fraud Detection With Quantum Feature Selection’, IEEE Transactions on Quantum Engineering, doi: 10.1109/TQE.2022.3213474.

__init__(judge, clfs)

Examples using pyriemann_qiskit.ensemble.JudgeClassifier

Brain-Invaders with illiteracy classification example

Brain-Invaders with illiteracy classification example