DEVELOPMENT... OpenML
Run
27012

Run 27012

Task 1817 (Supervised Classification) vehicle Uploaded 08-10-2014 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)_I20
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
0.9183
Per class
Build CPU time
0.1974
Build memory
158298928
F measure
0.7284
Per class
Kappa
0.647
KB relative information score
2704.3798
Mean absolute error
0.1671
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7241
Per class
Predictive accuracy
0.7352
Prior entropy
1.9991
Recall
0.7352
Per class
Relative absolute error
0.4459
Root mean prior squared error
0.4329
Root mean squared error
0.2891
Root relative squared error
0.6678
SciMark benchmark
936.1454