DEVELOPMENT... OpenML
Run
149001

Run 149001

Task 3917 (Supervised Classification) kc1 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
0.7808
Per class
F measure
0.8244
Per class
Kappa
0.2695
KB relative information score
95.9166
Mean absolute error
0.2126
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.817
Per class
Predictive accuracy
0.8435
Prior entropy
0.622
Recall
0.8435
Per class
Relative absolute error
0.8128
Root mean prior squared error
0.3615
Root mean squared error
0.337
Root relative squared error
0.9322
SciMark benchmark
935.8834
UserCPU time millis
8080
UserCPU time millis testing
10
UserCPU time millis training
8070