DEVELOPMENT... OpenML
Run
148841

Run 148841

Task 3749 (Supervised Classification) no2 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
0.6393
Per class
F measure
0.5938
Per class
Kappa
0.1915
KB relative information score
12.2686
Mean absolute error
0.4909
Mean prior absolute error
0.5
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5978
Per class
Predictive accuracy
0.596
Prior entropy
1
Recall
0.596
Per class
Relative absolute error
0.9818
Root mean prior squared error
0.5
Root mean squared error
0.4922
Root relative squared error
0.9845
SciMark benchmark
933.8635
UserCPU time millis
90
UserCPU time millis training
90

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