DEVELOPMENT... OpenML
Run
29129

Run 29129

Task 4429 (Supervised Classification) vinnie Uploaded 10-10-2014 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
0.9038
Per class
Build CPU time
0.0325
Build memory
1811333507.84
F measure
0.84
Per class
Kappa
0.6797
KB relative information score
2094.4169
Mean absolute error
0.2424
Mean prior absolute error
0.4997
Number of instances
3800
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.84
Per class
Predictive accuracy
0.84
Prior entropy
0.9995
Recall
0.84
Per class
Relative absolute error
0.4851
Root mean prior squared error
0.4998
Root mean squared error
0.3465
Root relative squared error
0.6932
SciMark benchmark
922.4627