DEVELOPMENT... OpenML
Run
29748

Run 29748

Task 4559 (Supervised Classification) car Uploaded 12-10-2014 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)_I40
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
0.9935
Per class
Build CPU time
0.0823
Build memory
1464362241.4329
F measure
0.9635
Per class
Kappa
0.914
KB relative information score
14751.5496
Mean absolute error
0.0648
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
0.9649
Per class
Predictive accuracy
0.9631
Prior entropy
0.8813
Recall
0.9631
Per class
Relative absolute error
0.1544
Root mean prior squared error
0.4582
Root mean squared error
0.1657
Root relative squared error
0.3616
SciMark benchmark
928.2695