DEVELOPMENT... OpenML
Run
33255

Run 33255

Task 4401 (Supervised Classification) autoMpg 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
0.9672
Per class
Build CPU time
1.1522
Build memory
276313595.797
F measure
0.9091
Per class
Kappa
0.8182
KB relative information score
2875.3429
Mean absolute error
0.1496
Mean prior absolute error
0.4987
Number of instances
3980
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9109
Per class
Predictive accuracy
0.909
Prior entropy
0.9982
Recall
0.909
Per class
Relative absolute error
0.2999
Root mean prior squared error
0.4994
Root mean squared error
0.2645
Root relative squared error
0.5297
SciMark benchmark
947.0437