DEVELOPMENT... OpenML
Run
30264

Run 30264

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)_I80
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
0.9898
Per class
Build CPU time
0.2145
Build memory
103913816.6435
F measure
0.9384
Per class
Kappa
0.8661
KB relative information score
1417.1556
Mean absolute error
0.0512
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
0.9392
Per class
Predictive accuracy
0.9381
Prior entropy
1.2099
Recall
0.9381
Per class
Relative absolute error
0.2235
Root mean prior squared error
0.3381
Root mean squared error
0.1523
Root relative squared error
0.4503
SciMark benchmark
938.4908