DEVELOPMENT... OpenML
Run
31680

Run 31680

Task 21 (Supervised Classification) car Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9904
Per class
Build CPU time
0.3821
Build memory
175538337.5741
F measure
0.9414
Per class
Kappa
0.8725
KB relative information score
1417.353
Mean absolute error
0.0514
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
0.9423
Per class
Predictive accuracy
0.941
Prior entropy
1.2099
Recall
0.941
Per class
Relative absolute error
0.2246
Root mean prior squared error
0.3381
Root mean squared error
0.152
Root relative squared error
0.4495
SciMark benchmark
945.8455