DEVELOPMENT... OpenML
Run
148890

Run 148890

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.9086
Per class
F measure
0.879
Per class
Kappa
0.7536
KB relative information score
68.8558
Mean absolute error
0.3846
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8822
Per class
Predictive accuracy
0.88
Prior entropy
0.9898
Recall
0.88
Per class
Relative absolute error
0.7804
Root mean prior squared error
0.4964
Root mean squared error
0.3997
Root relative squared error
0.8053
SciMark benchmark
947.9494
UserCPU time millis
210
UserCPU time millis training
210