DEVELOPMENT... OpenML
Run
33491

Run 33491

Task 3696 (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
0.9663
Per class
Build CPU time
1.2614
Build memory
738126761.9698
F measure
0.9096
Per class
Kappa
0.8192
KB relative information score
289.1031
Mean absolute error
0.1478
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9113
Per class
Predictive accuracy
0.9095
Prior entropy
0.9982
Recall
0.9095
Per class
Relative absolute error
0.2964
Root mean prior squared error
0.4994
Root mean squared error
0.262
Root relative squared error
0.5246
SciMark benchmark
941.1255