DEVELOPMENT... OpenML
Run
148875

Run 148875

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.9117
Per class
F measure
0.86
Per class
Kappa
0.7106
KB relative information score
189.0704
Mean absolute error
0.3267
Mean prior absolute error
0.4839
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
0.86
Per class
Predictive accuracy
0.86
Prior entropy
0.9767
Recall
0.86
Per class
Relative absolute error
0.6752
Root mean prior squared error
0.4918
Root mean squared error
0.3631
Root relative squared error
0.7382
SciMark benchmark
947.9494
UserCPU time millis
1520
UserCPU time millis training
1520