DEVELOPMENT... OpenML
Run
148738

Run 148738

Task 3645 (Supervised Classification) fri_c1_500_25 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
0.91
Per class
F measure
0.8321
Per class
Kappa
0.663
KB relative information score
160.4803
Mean absolute error
0.3636
Mean prior absolute error
0.4977
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
0.8325
Per class
Predictive accuracy
0.832
Prior entropy
0.9967
Recall
0.832
Per class
Relative absolute error
0.7305
Root mean prior squared error
0.4988
Root mean squared error
0.3878
Root relative squared error
0.7774
SciMark benchmark
947.9494
UserCPU time millis
960
UserCPU time millis training
960