DEVELOPMENT... OpenML
Run
148757

Run 148757

Task 3664 (Supervised Classification) fri_c0_1000_5 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
0.9307
Per class
F measure
0.851
Per class
Kappa
0.702
KB relative information score
282.6602
Mean absolute error
0.385
Mean prior absolute error
0.5
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8512
Per class
Predictive accuracy
0.851
Prior entropy
1
Recall
0.851
Per class
Relative absolute error
0.77
Root mean prior squared error
0.5
Root mean squared error
0.3984
Root relative squared error
0.7968
SciMark benchmark
947.9494
UserCPU time millis
1110
UserCPU time millis training
1110