DEVELOPMENT... OpenML
Run
26688

Run 26688

Task 4608 (Supervised Classification) pc3 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
0.8366
Per class
Build CPU time
1.1192
Build memory
182531019.8511
F measure
0.8703
Per class
Kappa
0.1843
KB relative information score
-1495.083
Mean absolute error
0.1472
Mean prior absolute error
0.1842
Number of instances
15630
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8643
Per class
Predictive accuracy
0.8953
Prior entropy
0.478
Recall
0.8953
Per class
Relative absolute error
0.7992
Root mean prior squared error
0.3031
Root mean squared error
0.2773
Root relative squared error
0.9146
SciMark benchmark
945.7133