DEVELOPMENT... OpenML
Run
31503

Run 31503

Task 4601 (Supervised Classification) ada_agnostic 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
0.8937
Per class
Build CPU time
28.0753
Build memory
939995843.0711
F measure
0.8424
Per class
Kappa
0.5647
KB relative information score
19776.5375
Mean absolute error
0.203
Mean prior absolute error
0.3732
Number of instances
45620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8419
Per class
Predictive accuracy
0.8484
Prior entropy
0.8085
Recall
0.8484
Per class
Relative absolute error
0.5439
Root mean prior squared error
0.4319
Root mean squared error
0.327
Root relative squared error
0.757
SciMark benchmark
935.0799