DEVELOPMENT... OpenML
Run
28743

Run 28743

Task 4609 (Supervised Classification) jm1 Uploaded 09-10-2014 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
0.7561
Per class
Build CPU time
37.3539
Build memory
1834684982.9651
F measure
0.7853
Per class
Kappa
0.2437
KB relative information score
9159.057
Mean absolute error
0.2581
Mean prior absolute error
0.3121
Number of instances
108850
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7897
Per class
Predictive accuracy
0.8196
Prior entropy
0.7088
Recall
0.8196
Per class
Relative absolute error
0.8269
Root mean prior squared error
0.395
Root mean squared error
0.3641
Root relative squared error
0.9217
SciMark benchmark
926.8759