Trains

Trains

Alternative names: East-West trains, East-West challenge

East-West challenge (1980) database describes east-bound and west-bound trains.

Original source: kt.ijs.si (BibTeX)

Versions

  • Trains (by Janez Kranjc)

Dataset details

Associated task:
Classification
Domain:
Education
Data types:
Size:
100 KB
Count of tables:
2
Count of rows:
83
Count of columns:
12
Missing values:
No
Compound keys:
No
Loops:
No
Type:
Synthetic
Instance count:
20
Target table:
trains
Target column:
direction
Target ID:
id
Target timestamp:
?

Algorithms

Dataset versionTargetAlgorithmAuthor textMeasureValue
trainsdirectionAlephClowdFlowsAccuracy0.55
trainsdirectionAlephWordification: Propositionalization by unfolding relational data into bags of words Accuracy0.7
trainsdirectionCrossMineADMA 2010Accuracy0.8
trainsdirectionMulSVMADMA 2010Accuracy0.8
trainsdirectionPredictor FactoryPredictor FactoryAccuracy0.85
trainsdirectionRELAGGSADMA 2010Accuracy0.8
trainsdirectionRELAGGSComparative Evaluation of Approaches to PropositionalizationAccuracy0.75
trainsdirectionRELAGGSA Toolbox for Learning from Relational Data with Propositional and Multi-Instance LearnersAccuracy0.8
trainsdirectionRelFClowdFlowsAccuracy0.7
trainsdirectionRelFWordification: Propositionalization by unfolding relational data into bags of words Accuracy0.75
Show all algorithms

How to download the dataset

The datasets are publicly available directly from MySQL database.

  1. Open your favourite MySQL client (for example MySQL Workbench)
  2. Use following credentials:
    • hostname: relational.fit.cvut.cz
    • port: 3306
    • username: guest
    • password: relational
  3. Export "trains" database (or other version of the dataset, if available) in your favourite format (e.g. CSV or SQL dump).