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A comparison of mixture density networks and Gaussian processes.

Figshare2020-03-16 更新2026-04-28 收录

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https://figshare.com/articles/dataset/A_comparison_of_mixture_density_networks_and_Gaussian_processes_/11990421 数据链接链接失效反馈

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A comparison of mixture density networks and Gaussian processes.

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创建时间：

2020-03-16

食品微生物学建模

回归比较

Percentage is widely used to describe different results in food microbiology, e.g., probability of microbial growth, percent inactivated, and percent of positive samples. Four sets of percentage data,

PubMed Central30

Results of covariance analysis corresponding to the linear regressions drawn in Figure 1 plus Antarctic data.

环境统计学

回归比较

P-values are indicated for the comparison between slopes and intercepts for each pair of environments. NHWTSH: Northern Hemisphere Warm Temperate environments in Shallow Water (*: statistically signif

Figshare2015-12-02 更新20

Data presented in the paper: "On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning"

多尺度建模

概率机器学习

This package contains data presented in the following publication: I.B.C.M. Rocha, P. Kerfriden, F.P. van der Meer, "On-the-fly construction of surrogate constitutive models for concurrent multiscale

4TU.ResearchData2020-09-30 更新20

Kurtosis of error distributions of MARS, GBR, KNN, and RFR for both datasets and both cases.

模型误差分布分析

回归比较

Kurtosis of error distributions of MARS, GBR, KNN, and RFR for both datasets and both cases.

NIAID Data Ecosystem30

Two-piece wise and standard linear regression comparison.

线性回归

回归比较

Two-piece wise and standard linear regression comparison.

Figshare2025-12-29 更新20