OpenML
7143

Run 7143

Task 5 (Supervised Classification) arrhythmia Uploaded 21-05-2014 by Joaquin Vanschoren
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weka.OneR(1)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(1)_B5

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.5813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1991
Cross-validation details (10-fold Crossvalidation)
KB relative information score
122.4385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0512
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.5907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1007
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.7356[565.94439658822851015.52310425331484.5405689113658912.7575910626911729.9123285235262]