DEVELOPMENT... OpenML
Run
148486

Run 148486

Task 58 (Supervised Classification) waveform-5000 Uploaded 03-02-2015 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
0.9364
Per class
F measure
0.807
Per class
Kappa
0.7115
KB relative information score
2758.1072
Mean absolute error
0.238
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8077
Per class
Predictive accuracy
0.8076
Prior entropy
1.5849
Recall
0.8076
Per class
Relative absolute error
0.5356
Root mean prior squared error
0.4714
Root mean squared error
0.3191
Root relative squared error
0.6769
SciMark benchmark
929.566
UserCPU time millis
39650
UserCPU time millis testing
120
UserCPU time millis training
39530