DEVELOPMENT... OpenML
Run
29004

Run 29004

Task 3893 (Supervised Classification) sylva_prior Uploaded 10-10-2014 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
0.9984
Per class
Build CPU time
117.8331
Build memory
1705207592.812
F measure
0.9939
Per class
Kappa
0.9473
KB relative information score
12866.1976
Mean absolute error
0.0099
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9939
Per class
Predictive accuracy
0.9939
Prior entropy
0.3338
Recall
0.9939
Per class
Relative absolute error
0.0855
Root mean prior squared error
0.2403
Root mean squared error
0.07
Root relative squared error
0.2913
SciMark benchmark
938.3548