DEVELOPMENT... OpenML
Run
148637

Run 148637

Task 3540 (Supervised Classification) analcatdata_boxing1 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
0.8211
Per class
F measure
0.8176
Per class
Kappa
0.5906
KB relative information score
8.6965
Mean absolute error
0.4289
Mean prior absolute error
0.4557
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8267
Per class
Predictive accuracy
0.825
Prior entropy
0.9362
Recall
0.825
Per class
Relative absolute error
0.9412
Root mean prior squared error
0.477
Root mean squared error
0.4376
Root relative squared error
0.9174
SciMark benchmark
933.8635
UserCPU time millis
60
UserCPU time millis training
60