DEVELOPMENT... OpenML
Run
32013

Run 32013

Task 3907 (Supervised Classification) mc1 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)_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
0.9507
Per class
Build CPU time
41.3151
Build memory
1017377632.8882
F measure
0.9927
Per class
Kappa
0.3799
KB relative information score
-12900.8858
Mean absolute error
0.0095
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9933
Per class
Predictive accuracy
0.9942
Prior entropy
0.0622
Recall
0.9942
Per class
Relative absolute error
0.6588
Root mean prior squared error
0.0845
Root mean squared error
0.0707
Root relative squared error
0.8373
SciMark benchmark
945.4645