Run
22631

Run 22631

Task 5 (Supervised Classification) arrhythmia Uploaded 22-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I20
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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
0.7531
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
147.9153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0566
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
0.4524
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
0.6613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9777
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
917.5745[543.8854476656026992.5084002640265472.80575397915436902.38899339674911676.283949149178]