DEVELOPMENT... OpenML
Run
148793

Run 148793

Task 3701 (Supervised Classification) sleuth_case1102 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
0.4579
Per class
F measure
0.5013
Per class
Kappa
-0.007
KB relative information score
-1.421
Mean absolute error
0.5082
Mean prior absolute error
0.4935
Number of instances
34
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5035
Per class
Predictive accuracy
0.5
Prior entropy
0.9911
Recall
0.5
Per class
Relative absolute error
1.03
Root mean prior squared error
0.4965
Root mean squared error
0.5301
Root relative squared error
1.0676
SciMark benchmark
947.9494
UserCPU time millis
10
UserCPU time millis training
10