Run
34005

Run 34005

Task 237 (Supervised Classification) audiology Uploaded 17-10-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9062
Per class
Cross-validation details (33% Holdout set)
Build CPU time
2.483
Cross-validation details (33% Holdout set)
Build memory
482350272
Cross-validation details (33% Holdout set)
F measure
0.6024
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6125
Cross-validation details (33% Holdout set)
KB relative information score
44.1807
Cross-validation details (33% Holdout set)
Mean absolute error
0.036
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0736
Cross-validation details (33% Holdout set)
Number of instances
74
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5796
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6622
Cross-validation details (33% Holdout set)
Prior entropy
3.6349
Cross-validation details (33% Holdout set)
Recall
0.6622
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4894
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1925
Cross-validation details (33% Holdout set)
Root mean squared error
0.1389
Cross-validation details (33% Holdout set)
Root relative squared error
0.7213
Cross-validation details (33% Holdout set)
SciMark benchmark
933.1708