DEVELOPMENT... OpenML
Run
148933

Run 148933

Task 3841 (Supervised Classification) mfeat-factors 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
0.9993
Per class
F measure
0.994
Per class
Kappa
0.9664
KB relative information score
1567.0533
Mean absolute error
0.0327
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.994
Per class
Predictive accuracy
0.994
Prior entropy
0.4703
Recall
0.994
Per class
Relative absolute error
0.1811
Root mean prior squared error
0.3
Root mean squared error
0.0838
Root relative squared error
0.2794
SciMark benchmark
943.2817
UserCPU time millis
102510
UserCPU time millis testing
70
UserCPU time millis training
102440