DEVELOPMENT... OpenML
Run
33869

Run 33869

Task 4562 (Supervised Classification) vehicle 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
0.997
Per class
Build CPU time
6.986
Build memory
269607317.1054
F measure
0.9785
Per class
Kappa
0.9438
KB relative information score
7383.0366
Mean absolute error
0.0534
Mean prior absolute error
0.3828
Number of instances
8460
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9785
Per class
Predictive accuracy
0.9785
Prior entropy
0.8241
Recall
0.9785
Per class
Relative absolute error
0.1395
Root mean prior squared error
0.4374
Root mean squared error
0.1353
Root relative squared error
0.3094
SciMark benchmark
782.7218