Binary Classifier Inspired by Quantum Theory

被引:0
|
作者
Tiwari, Prayag [1 ]
Melucci, Massimo [1 ]
机构
[1] Univ Padua, Dept Informat Engn, Via Gradenigo 6-B, I-35131 Padua, Italy
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Machine Learning (ML) helps us to recognize patterns from raw data. ML is used in numerous domains i.e. biomedical, agricultural, food technology, etc. Despite recent technological advancements, there is still room for substantial improvement in prediction. Current ML models are based on classical theories of probability and statistics, which can now be replaced by Quantum Theory (QT) with the aim of improving the effectiveness of ML. In this paper, we propose the Binary Classifier Inspired by Quantum Theory (BCIQT) model, which outperforms the state of the art classification in terms of recall for every category.
引用
收藏
页码:10051 / 10052
页数:2
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