Research on Sports Training Prediction Model Based on Selective Ensemble Learning

2020 ◽  
Author(s):  
Cui Liang-zhong ◽  
Zhou Gang ◽  
Yang Suting
Keyword(s):  
Prediction Model ◽  
Ensemble Learning ◽  
Sports Training ◽  
Model Based ◽  
Selective Ensemble

scholarly journals Prediction of Repeat Customers on E-Commerce Platform Based on Blockchain

2020 ◽  
Vol 2020 ◽  
pp. 1-15
Author(s):  
Huibing Zhang ◽  
Junchao Dong
Keyword(s):  
Prediction Model ◽  
Ensemble Learning ◽  
Information Fusion ◽  
Prediction Accuracy ◽  
Feature Engineering ◽  
Learning Models ◽  
Information Dimension ◽  
Model Based ◽  
Repeat Purchase ◽  
The Impact

In recent years, blockchain has substantially enhanced the credibility of e-commerce platforms for users. The prediction accuracy of the repeat purchase behaviour of e-commerce users directly affects the impact of precision marketing by merchants. The existing ensemble learning models have low prediction accuracy when the purchase behaviour sample is unbalanced and the information dimension of feature engineering is single. To overcome this problem, an ensemble learning prediction model based on multisource information fusion is proposed. Tests on the Tmall dataset showed that the accuracy and AUC values of the model reached 91.28% and 70.53%, respectively.

scholarly journals Study on short-term photovoltaic power prediction model based on the Stacking ensemble learning

2020 ◽  
Vol 6 ◽  
pp. 1424-1431
Author(s):  
Xifeng Guo ◽  
Ye Gao ◽  
Di Zheng ◽  
Yi Ning ◽  
Qiannan Zhao
Keyword(s):  
Prediction Model ◽  
Ensemble Learning ◽  
Power Prediction ◽  
Short Term ◽  
Model Based ◽  
Photovoltaic Power

scholarly journals Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 144777-144789 ◽  
Author(s):  
Norma Latif Fitriyani ◽  
Muhammad Syafrudin ◽  
Ganjar Alfian ◽  
Jongtae Rhee
Keyword(s):  
Prediction Model ◽  
Ensemble Learning ◽  
Learning Approach ◽  
Disease Prediction ◽  
Model Based
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