DEVELOPMENT... OpenML
Run
34271

Run 34271

Task 21 (Supervised Classification) car Uploaded 18-10-2014 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)_I80
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
0.9861
Per class
Build CPU time
22.8243
Build memory
708755715.1481
F measure
0.9097
Per class
Kappa
0.8052
KB relative information score
1214.1755
Mean absolute error
0.0844
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.911
Per class
Predictive accuracy
0.9103
Prior entropy
1.2099
Recall
0.9103
Per class
Relative absolute error
0.3687
Root mean prior squared error
0.3381
Root mean squared error
0.1823
Root relative squared error
0.5392
SciMark benchmark
930.4731