Run
17828

Run 17828

Task 5 (Supervised Classification) arrhythmia Uploaded 09-06-2014 by Joaquin Vanschoren
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Flow

weka.Dagging_DecisionStump(1)Ting, K. M., Witten, I. H.: Stacking Bagged and Dagged Models. In: Fourteenth international Conference on Machine Learning, San Francisco, CA, 367-375, 1997.
weka.Dagging_DecisionStump(1)_F10
weka.Dagging_DecisionStump(1)_S1
weka.Dagging_DecisionStump(1)_Wweka.classifiers.trees.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
0.7311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4011
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0458
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.4008
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0779
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
0.3267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5442
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.5442
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9551
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.2429[562.83983636088461014.7209476623404483.88543266528814907.70082742804311747.0675122924245]