Comparison of predicted abilities with PLS, LR and PCA.

NIAID Data Ecosystem2026-03-11 收录

预测模型

机器学习算法比较

数据链接：

https://figshare.com/articles/dataset/Comparison_of_predicted_abilities_with_PLS_LR_and_PCA_/11971191 数据链接链接失效反馈

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资源简介：

Comparison of predicted abilities with PLS, LR and PCA.

创建时间：

2020-03-11

Dataset for ensemble model establishment.csv

空气质量

预测模型

Entire dataset for PM10 and PM2.5 ensemble model establishment from 2023/01/01 to 2023/03/24, including PM10, PM2.5, dust flag, wind speed, wind direction, vertical speed, std of vertical speed, turbu

DataCite Commons2024-07-26 更新60

Paired-sample t-test results for the four performance measures between trained tree-based and non-tree-based supervised machine learning algorithms for the 200 datasets considered in this study.

机器学习算法比较

统计检验

Paired-sample t-test results for the four performance measures between trained tree-based and non-tree-based supervised machine learning algorithms for the 200 datasets considered in this study.

Figshare2024-04-18 更新20

Class prediction of 50 genes from the Koth et al study.

基因表达分类

预测模型

Class prediction was performed using support vector machines (SVM). The 50 genes from the Koth et al study were used to build the last SVM model in the Training Set and run in the Test and Validation

NIAID Data Ecosystem10

Supplementary Table 1.xls

基因组学

预测模型

Bacterial genomes for predictor: List of bacterial genomes information used to create the predictor

DataCite Commons2023-04-26 更新50

Adjusted odds ratios for predicting improvement or maintenance of functional competence during the 4-year follow-up period, by 5 models (2008–2012).

健康功能评估

预测模型

Adjusted odds ratios for predicting improvement or maintenance of functional competence during the 4-year follow-up period, by 5 models (2008–2012).

NIAID Data Ecosystem20