RELATING STATISTICAL METHODS TO MACHINE LEARNING PREDICTIVE MODELS

Agu S. C; Elugwu F

首页> 外文期刊>Scientia Africana: An International Journal of Pure & Applied Sciences >RELATING STATISTICAL METHODS TO MACHINE LEARNING PREDICTIVE MODELS

【24h】

RELATING STATISTICAL METHODS TO MACHINE LEARNING PREDICTIVE MODELS

机译：将统计方法与机器学习预测模型相关联

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

The paper reviewed the probabilistic feature of binomial distribution in the operation of machine learning (ML) classifications. It also examined a normal distribution and the concepts for approximating the binomial distribution to a normal distribution in estimating generalization error and its role in machine learning model selection. Again, it studied the confident interval and hypothesis testing and their estimations in the evaluation and comparison of the Performance metrics (Accuracy) of the learning algorithms. The paper highlighted their statistical significance to the ML models and classifiers as well as the differences in their utilization in statistics and machine learning.

机译：本文回顾了概率的特点二项分布在机器的操作学习(ML)分类。正态分布的概念近似的二项分布正态分布估计泛化在机器学习模型误差及其作用选择。时间间隔和假设检验及其估计的评价和比较的性能指标(精度)学习算法。毫升模型和统计学意义分类器以及他们的差异利用统计和机器学习。

著录项

来源
《Scientia Africana: An International Journal of Pure & Applied Sciences》 |2022年第3期|49-56|共8页
作者
Agu S. C; Elugwu F;
展开▼
作者单位

Department of Computer Science, Madonna University Nigeria, Elele Campus;

Department of Computer Science, Delta State Polytechnic, Otefe, Nigeria.;

展开▼
收录信息
原文格式 PDF
正文语种英语
中图分类自然科学总论;
关键词

相似文献

外文文献
中文文献
专利

1. Performance of statistical and machine learning-based methods for predicting biogeographical patterns of fungal productivity in forest ecosystems [J] . Albert Morera, Juan Martínez de Aragón, José Antonio Bonet, 中国林学（英文版） . 2021,第2期
2. Performance of statistical and machine learning-based methods for predicting biogeographical patterns of fungal productivity in forest ecosystems [J] . Albert Morera, Juan Martínez de Aragón, José Antonio Bonet, 森林生态系统：英文版 . 2021,第002期
3. University of Tokyo Researcher Targets Machine Learning (Archaeological Predictive Modeling Using Machine Learning and Statistical Methods for Japan and China) [J] . Robotics & Machine Learning Daily News . 2023,第26期

机译：University of Tokyo Researcher Targets Machine Learning (Archaeological Predictive Modeling Using Machine Learning and Statistical Methods for Japan and China)
4. Research from Urmia University Provides New Study Findings on Machine Learning (Comparison of the Effectiveness of Machine Learning Models and Statistical Models in Predicting Financial Risk) [J] . Robotics & Machine Learning Daily News . 2023,第27期

机译：Research from Urmia University Provides New Study Findings on Machine Learning (Comparison of the Effectiveness of Machine Learning Models and Statistical Models in Predicting Financial Risk)
5. Findings from University of Leicester in Machine Learning Reported (Dimensionality Reduction for Machine Learning Using Statistical Methods: a Case Study On Predicting Mechanical Properties of Steels) [J] . Network Daily News . 2023,第24期

机译：Findings from University of Leicester in Machine Learning Reported (Dimensionality Reduction for Machine Learning Using Statistical Methods: a Case Study On Predicting Mechanical Properties of Steels)
6. Machine Learning-Based Software Quality Prediction Models: State of the Art [C] . Al-Jamimi, Hamdi A., Ahmed, International Conference on Information Science and Applications . 2013

机译：Machine Learning-Based Software Quality Prediction Models: State of the Art
7. Statistical Methods for Wearable Device Data: Applications in Clinical Studies =可穿戴设备数据的统计分析方法及其在临床研究中的应用 [D] . Li, Xinyue. 2019

机译：Statistical Methods for Wearable Device Data: Applications in Clinical Studies =可穿戴设备数据的统计分析方法及其在临床研究中的应用
8. Effects of Predictive Time Period on Modeling Predictive Ability [O] . David D-W. Tsai, Paris Honglay Chen, 蔡大偉, 2014

机译：Effects of predictive Time period on modeling predictive ability

RELATING STATISTICAL METHODS TO MACHINE LEARNING PREDICTIVE MODELS

摘要

著录项

相似文献

相关主题

期刊订阅