DEVELOPMENT... OpenML
Run
30270

Run 30270

Task 4623 (Supervised Classification) pc1 Uploaded 13-10-2014 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)_I80
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
0.861
Per class
Build CPU time
2.0059
Build memory
88166486.8242
F measure
0.9231
Per class
Kappa
0.3142
KB relative information score
-1346.5269
Mean absolute error
0.0964
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
0.9219
Per class
Predictive accuracy
0.9362
Prior entropy
0.3667
Recall
0.9362
Per class
Relative absolute error
0.7418
Root mean prior squared error
0.2542
Root mean squared error
0.2242
Root relative squared error
0.8819
SciMark benchmark
929.5736