DEVELOPMENT... OpenML
Run
26828

Run 26828

Task 4363 (Supervised Classification) fri_c3_250_10 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
0.9466
Per class
Build CPU time
0.0396
Build memory
152682775.6
F measure
0.8878
Per class
Kappa
0.7739
KB relative information score
1655.0382
Mean absolute error
0.1803
Mean prior absolute error
0.4968
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8882
Per class
Predictive accuracy
0.888
Prior entropy
0.9955
Recall
0.888
Per class
Relative absolute error
0.3629
Root mean prior squared error
0.4984
Root mean squared error
0.2919
Root relative squared error
0.5857
SciMark benchmark
921.3996