Hailfinder
type: Item
instance of: data set
publication date: 2023-02-25T00:00:00Z
Zenodo ID: 14793201
copyright license: CC0
community: Graphical Modelling and Causal Inference
is analysed by: Peter-Clark algorithm
is analysed by: NOTEARS
is analysed by: NOTEARS-SOB
is analysed by: NOTEARS-MLP
is analysed by: DirectLiNGAM
is analysed by: GES
described by source: Bayesian Networks in R
represents: Find all equivalent descriptions of the relationships between the components of a high-dimensional Gaussian vector
description: This synthetic datset is set about severe summer hail in northeastern Colorado. It was introduced in Abramson et al. (1996). Task: The dataset can be used to study causal discovery algorithms. Summary: Size of dataset: 20,000 x 56 Task: Causal Discovery Problem Data Type: Categorical Data Dataset Scope: Standalone Dataset Ground Truth: Known Graph Temporal Structure: Static Data License: CC0 (generated for bnlearn) Missing Values: No Missing Data Missingness Statement: There are no missing values. Features: N07muVerMo: 10.7mu vertical motion (StrongUp, WeakUp, Neutral, and Down) SubjVertMo: subjective judgment of vertical motion (StrongUp, WeakUp, Neutral, and Down) QGVertMotion: quasigeostrophic vertical motion (StrongUp, WeakUp, Neutral, and Down) CombVerMo: combined vertical motion (StrongUp, WeakUp, Neutral, and Down) AreaMesoALS: area of meso-alpha (StrongUp, WeakUp, Neutral, and Down) SatContMoist: satellite contribution to moisture (VeryWet, Wet, Neutral, and Dry) RaoContMoist: reading at the forecast center for moisture (VeryWet, Wet, Neutral, and Dry) CombMoisture: combined moisture (VeryWet, Wet, Neutral, and Dry) AreaMoDryAir: area of moisture and dry air (VeryWet, Wet, Neutral, and Dry) VISCloudCov: visible cloud cover (Cloudy, PC, and Clear) RCloudCover: infrared cloud cover (Cloudy, PC, and Clear) CombClouds: combined cloud cover (Cloudy, PC, and Clear) CldShadeOth: cloud shading, other (Cloudy, PC, and Clear) AMInstabMt: AM instability in the mountains (None, Weak, and Strong) InsInMt: instability in the mountains (None, Weak, and Strong) WndHodograph: wind hodograph (DCVZFavor, StrongWest, Westerly, and Other) OutflowFrMt: outflow from mountains (None, Weak, and Strong) MorningBound: morning boundaries (None, Weak, and Strong) Boundaries: boundaries (None, Weak, and Strong) CldShadeConv: cloud shading, convection (None, Some, and Marked) CompPlFcst: composite plains forecast (IncCapDecIns, LittleChange, and DecCapIncIns) CapChange: capping change (De…
DOI: 10.5281/zenodo.14793201
author: Mathematical Research Data Initiative
MaRDI profile type: Dataset
description: Dataset published at Zenodo repository.