DEVELOPMENT... OpenML
Run
28695

Run 28695

Task 4612 (Supervised Classification) mc1 Uploaded 09-10-2014 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)_I40
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
0.9493
Per class
Build CPU time
12.452
Build memory
1159870987.2194
F measure
0.9928
Per class
Kappa
0.3925
KB relative information score
-120810.2706
Mean absolute error
0.0095
Mean prior absolute error
0.0144
Number of instances
94660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9934
Per class
Predictive accuracy
0.9943
Prior entropy
0.0622
Recall
0.9943
Per class
Relative absolute error
0.6646
Root mean prior squared error
0.0845
Root mean squared error
0.0707
Root relative squared error
0.8377
SciMark benchmark
899.1472