DEVELOPMENT... OpenML
Run
28729

Run 28729

Task 4623 (Supervised Classification) pc1 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
0.8557
Per class
Build CPU time
0.7705
Build memory
1599040862.123
F measure
0.9237
Per class
Kappa
0.3225
KB relative information score
-1517.1046
Mean absolute error
0.0967
Mean prior absolute error
0.1299
Number of instances
11090
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9222
Per class
Predictive accuracy
0.9363
Prior entropy
0.3667
Recall
0.9363
Per class
Relative absolute error
0.7443
Root mean prior squared error
0.2542
Root mean squared error
0.2255
Root relative squared error
0.887
SciMark benchmark
940.7651