Run
439

Run 439

Task 5 (Supervised Classification) arrhythmia Uploaded 07-04-2014 by Jan van Rijn
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Flow

weka.DecisionStump(1)Weka implementation of DecisionStump

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
0.5989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4406
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.6429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0789
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
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.3814
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.5531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9756
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2010.2815