DEVELOPMENT... OpenML
Run
30983

Run 30983

Task 4511 (Supervised Classification) fri_c0_500_10 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
0.9376
Per class
Build CPU time
0.3791
Build memory
1309838767.6
F measure
0.8599
Per class
Kappa
0.7193
KB relative information score
2983.2742
Mean absolute error
0.2157
Mean prior absolute error
0.4994
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8603
Per class
Predictive accuracy
0.86
Prior entropy
0.9991
Recall
0.86
Per class
Relative absolute error
0.432
Root mean prior squared error
0.4997
Root mean squared error
0.3157
Root relative squared error
0.6318
SciMark benchmark
913.6963