Browsing by Subject "Binary classification"

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On quantum methods for machine learning problems part II: Quantum classification algorithms

Ablayev F.; Ablayev M.; Huang J.Z.; Khadiev K.; Salikhova N.; Wu D. (2020)

© 2020 The author(s). This is a review of quantum methods for machine learning problems that consists of two parts. The first part, "quantum tools", presented some of the fundamentals and introduced several quantum tools ...
The quantum version of random forest model for binary classification problem

Khadiev K.; Safina L. (2021)

We suggest the quantum version of prediction using random forest model for binary classification problem. The idea of the paper is to combine quantum amplitude amplification algorithm and the probabilistic aggregation of ...

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