DEVELOPMENT... OpenML
Run
29376

Run 29376

Task 3947 (Supervised Classification) KDDCup99 Uploaded 11-10-2014 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
1
Per class
Build CPU time
2445.7087
Build memory
2099894039.2
F measure
0.9996
Per class
Kappa
0.9994
KB relative information score
493201.9885
Mean absolute error
0.0001
Mean prior absolute error
0.0514
Number of instances
494020
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9996
Per class
Predictive accuracy
0.9997
Prior entropy
1.5581
Recall
0.9997
Per class
Relative absolute error
0.001
Root mean prior squared error
0.1603
Root mean squared error
0.0047
Root relative squared error
0.0294
SciMark benchmark
942.0785