Run
71638

Run 71638

Task 1771 (Supervised Classification) audiology Uploaded 01-12-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I40
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.696
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Build CPU time
0.0111
Cross-validation details (5 times 2-fold Crossvalidation)
Build memory
1345958347.2
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.305
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.3059
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
301.3299
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0455
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1130
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2323
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.4646
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.4646
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.6281
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2065
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.0906
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
910.9043