DEVELOPMENT... OpenML
Run
148866

Run 148866

Task 3774 (Supervised Classification) fri_c2_250_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
0.9304
Per class
F measure
0.88
Per class
Kappa
0.7565
KB relative information score
97.9558
Mean absolute error
0.3278
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
0.88
Per class
Predictive accuracy
0.88
Prior entropy
0.9898
Recall
0.88
Per class
Relative absolute error
0.6652
Root mean prior squared error
0.4964
Root mean squared error
0.3593
Root relative squared error
0.7238
SciMark benchmark
947.9494
UserCPU time millis
200
UserCPU time millis training
200