DEVELOPMENT... OpenML
Run
148983

Run 148983

Task 3899 (Supervised Classification) mozilla4 Uploaded 06-02-2015 by Felicia West
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Flow

weka.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

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.

22 Evaluation measures

Area under ROC curve
0.9611
Per class
F measure
0.9464
Per class
Kappa
0.8771
KB relative information score
12748.0005
Mean absolute error
0.0853
Mean prior absolute error
0.4412
Number of instances
15545
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9482
Per class
Predictive accuracy
0.9472
Prior entropy
0.9135
Recall
0.9472
Per class
Relative absolute error
0.1933
Root mean prior squared error
0.4697
Root mean squared error
0.2091
Root relative squared error
0.4451
SciMark benchmark
918.4924
UserCPU time millis
34830
UserCPU time millis testing
20
UserCPU time millis training
34810