DEVELOPMENT... OpenML
Run
148774

Run 148774

Task 3672 (Supervised Classification) kin8nm 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
0.8621
Per class
F measure
0.7906
Per class
Kappa
0.5812
KB relative information score
1939.779
Mean absolute error
0.4025
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7906
Per class
Predictive accuracy
0.7906
Prior entropy
0.9998
Recall
0.7906
Per class
Relative absolute error
0.8053
Root mean prior squared error
0.4999
Root mean squared error
0.4209
Root relative squared error
0.8418
SciMark benchmark
943.2817
UserCPU time millis
22180
UserCPU time millis testing
20
UserCPU time millis training
22160