DEVELOPMENT... OpenML
Run
148934

Run 148934

Task 3504 (Supervised Classification) webdata_wXa 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
0.8586
Per class
F measure
0.8142
Per class
Kappa
0.4759
KB relative information score
12440.6856
Mean absolute error
0.2323
Mean prior absolute error
0.3648
Number of instances
36974
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8117
Per class
Predictive accuracy
0.8207
Prior entropy
0.7951
Recall
0.8207
Per class
Relative absolute error
0.6367
Root mean prior squared error
0.4271
Root mean squared error
0.3496
Root relative squared error
0.8187
SciMark benchmark
934.5243
UserCPU time millis
8500820
UserCPU time millis testing
500
UserCPU time millis training
8500320