Cargando…
A Novel Method to Determine Basic Probability Assignment Based on Adaboost and Its Application in Classification
In the framework of evidence theory, one of the open and crucial issues is how to determine the basic probability assignment (BPA), which is directly related to whether the decision result is correct. This paper proposes a novel method for obtaining BPA based on Adaboost. The method uses training da...
Autores principales: | Fu, Wei, Yu, Shuang, Wang, Xin |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8305997/ https://www.ncbi.nlm.nih.gov/pubmed/34202212 http://dx.doi.org/10.3390/e23070812 |
Ejemplares similares
-
Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences
por: Hatwell, Julian, et al.
Publicado: (2020) -
Random RotBoost: An Ensemble Classification Method Based on Rotation Forest and AdaBoost in Random Subsets and Its Application to Clinical Decision Support
por: Lee, Shin-Jye, et al.
Publicado: (2022) -
An Adaboost-Backpropagation Neural Network for Automated Image Sentiment Classification
por: Cao, Jianfang, et al.
Publicado: (2014) -
Determinant of Covariance Matrix Model Coupled with AdaBoost Classification Algorithm for EEG Seizure Detection
por: Al-Hadeethi, Hanan, et al.
Publicado: (2021) -
AdaBoost-based multiple SVM-RFE for classification of mammograms in DDSM
por: Yoon, Sejong, et al.
Publicado: (2009)