Run
24083

Run 24083

Task 2079 (Supervised Classification) eucalyptus Uploaded 30-06-2014 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)_I40
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
0.7919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4717
Cross-validation details (10-fold Crossvalidation)
KB relative information score
376.7284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.171
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
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
0.6265
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9673
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
896.3756[532.2675210240199962.0344422444904456.5228847239576858.36283075777761672.690216435397]