DEVELOPMENT... OpenML
Run
26891

Run 26891

Task 4623 (Supervised Classification) pc1 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
0.8525
Per class
Build CPU time
0.3896
Build memory
58667842.6121
F measure
0.9218
Per class
Kappa
0.306
KB relative information score
-1641.8972
Mean absolute error
0.0968
Mean prior absolute error
0.1299
Number of instances
11090
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9194
Per class
Predictive accuracy
0.9346
Prior entropy
0.3667
Recall
0.9346
Per class
Relative absolute error
0.7454
Root mean prior squared error
0.2542
Root mean squared error
0.227
Root relative squared error
0.893
SciMark benchmark
944.0779