Supplemental files associated with the article entitled "Using Diagnostic Classification Models to Validate Attribute Hierarchies and Evaluate Model Fit in Bayesian Networks"

DataCite Commons2020-08-28 更新60

water_5

贝叶斯网络

水资源管理

**Water Bayesian Network. Sample 5.** bnlearn Bayesian Network Repository reference: [URL](https://www.bnlearn.com/bnrepository/discrete-medium.html#water) - Number of nodes: 32 - Number of arcs: 6

OpenML2023-04-26 更新40

Partition MCMC for Inference on Acyclic Digraphs

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MCMC算法

Acyclic digraphs are the underlying representation of Bayesian networks, a widely used class of probabilistic graphical models. Learning the underlying graph from data is a way of gaining insights abo

Mendeley Data2024-06-25 更新120

Inference results of Boolean network (Best-Fit with optimal discretization k-means and maxK = 2), Dynamic Bayesian Network (with least squares estimation, and default parameters alpha1 = 0.5 and alpha2 = 0.05 for first order dependencies and full dependencies correspondingly) and Boolean Function Network (maxTimeDelay = 10 and p1 = 0.005).

布尔网络

贝叶斯网络

NIAID Data Ecosystem40