DEVELOPMENT... OpenML
Run
33526

Run 33526

Task 4596 (Supervised Classification) gina_agnostic Uploaded 15-10-2014 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)_I160
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
0.9775
Per class
Build CPU time
923.8114
Build memory
979782643.5529
F measure
0.9268
Per class
Kappa
0.8536
KB relative information score
24841.8985
Mean absolute error
0.1577
Mean prior absolute error
0.4999
Number of instances
34680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.927
Per class
Predictive accuracy
0.9268
Prior entropy
0.9998
Recall
0.9268
Per class
Relative absolute error
0.3154
Root mean prior squared error
0.4999
Root mean squared error
0.2461
Root relative squared error
0.4923
SciMark benchmark
944.0189