DEVELOPMENT... OpenML
Run
33803

Run 33803

Task 4543 (Supervised Classification) autos Uploaded 16-10-2014 by Felicia West
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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
0.9321
Per class
Build CPU time
1.515
Build memory
132851382.3102
F measure
0.8639
Per class
Kappa
0.6847
KB relative information score
999.1626
Mean absolute error
0.2388
Mean prior absolute error
0.4406
Number of instances
2050
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8676
Per class
Predictive accuracy
0.8678
Prior entropy
0.9134
Recall
0.8678
Per class
Relative absolute error
0.5419
Root mean prior squared error
0.4691
Root mean squared error
0.3191
Root relative squared error
0.6804
SciMark benchmark
941.3609