Run
21950

Run 21950

Task 58 (Supervised Classification) waveform-5000 Uploaded 21-06-2014 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
0.8263
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1355.2784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3619
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
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
0.6923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6474
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.6474
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8143
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8653
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.7727[565.0277180558361004.4071210013694480.4213690634573907.38665814554741756.6205822745662]