DEVELOPMENT... OpenML
Run
148533

Run 148533

Task 2272 (Supervised Classification) meta_all.arff Uploaded 05-02-2015 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
0.7288
Per class
F measure
0.5591
Per class
Kappa
0.238
KB relative information score
22.2515
Mean absolute error
0.1642
Mean prior absolute error
0.2065
Number of instances
71
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5415
Per class
Predictive accuracy
0.5915
Prior entropy
1.9094
Recall
0.5915
Per class
Relative absolute error
0.7951
Root mean prior squared error
0.317
Root mean squared error
0.3011
Root relative squared error
0.9499
SciMark benchmark
931.2336
UserCPU time millis
450
UserCPU time millis training
450