DEVELOPMENT... OpenML
Run
148692

Run 148692

Task 3599 (Supervised Classification) machine_cpu 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
0.9821
Per class
F measure
0.9368
Per class
Kappa
0.8368
KB relative information score
116.9976
Mean absolute error
0.1905
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9373
Per class
Predictive accuracy
0.9378
Prior entropy
0.8417
Recall
0.9378
Per class
Relative absolute error
0.4842
Root mean prior squared error
0.4429
Root mean squared error
0.2519
Root relative squared error
0.5687
SciMark benchmark
943.2817
UserCPU time millis
140
UserCPU time millis training
140