DEVELOPMENT... OpenML
Run
33421

Run 33421

Task 1889 (Supervised Classification) autos Uploaded 14-10-2014 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
0.9386
Per class
Build CPU time
3.808
Build memory
845790171.0712
F measure
0.8028
Per class
Kappa
0.7429
KB relative information score
1342.7448
Mean absolute error
0.0969
Mean prior absolute error
0.2209
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
0.8127
Per class
Predictive accuracy
0.8049
Prior entropy
2.3268
Recall
0.8049
Per class
Relative absolute error
0.4386
Root mean prior squared error
0.3318
Root mean squared error
0.2066
Root relative squared error
0.6228
SciMark benchmark
723.4959