Run
9286

Run 9286

Task 5 (Supervised Classification) arrhythmia Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K3
weka.IBk(1)_W0

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
0.6529
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
133.5925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0619
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
0.4907
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.5841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.724
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2083
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0137
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
901.5068[528.55777733442391014.1868590421574484.10363182779514903.63322279127081577.0526249164507]