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一种集成机器学习和数据挖掘方法来增强中风预测.

Richard Wijaya1, Faisal Saeed1, Parnia Samimi1

  • 1College of Computing and Digital Technology, Birmingham City University, Birmingham B4 7XG, UK.

Bioengineering (Basel, Switzerland)
|July 27, 2024
PubMed
概括

这项研究通过整体机器学习增强了中风预测. ExtraTrees分类器实现了98.24%的准确性,为早期中风检测和预防提供了一个有前途的工具.

关键词:
组合学习组合学习机器学习是机器学习.预测模型 预测模型一次性中风中风中风中风中风

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相关概念视频

Prediction Intervals01:03

Prediction Intervals

The interval estimate of any variable is known as the prediction interval. It helps decide if a point estimate is dependable.
However, the point estimate is most likely not the exact value of the population parameter, but close to it. After calculating point estimates, we construct interval estimates, called confidence intervals or prediction intervals. This prediction interval comprises a range of values unlike the point estimate and is a better predictor of the observed sample value, y. 
The...