DEVELOPMENT... OpenML
Run
33855

Run 33855

Task 4559 (Supervised Classification) car 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
0.9897
Per class
Build CPU time
39.0402
Build memory
106475912.6083
F measure
0.9595
Per class
Kappa
0.9038
KB relative information score
14061.1502
Mean absolute error
0.0854
Mean prior absolute error
0.4199
Number of instances
17280
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9598
Per class
Predictive accuracy
0.9593
Prior entropy
0.8813
Recall
0.9593
Per class
Relative absolute error
0.2034
Root mean prior squared error
0.4582
Root mean squared error
0.1802
Root relative squared error
0.3932
SciMark benchmark
941.9203