DEVELOPMENT... OpenML
Run
148561

Run 148561

Task 3499 (Supervised Classification) squash-stored Uploaded 05-02-2015 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
0.735
Per class
F measure
0.562
Per class
Kappa
0.3092
KB relative information score
8.2938
Mean absolute error
0.3798
Mean prior absolute error
0.4135
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5731
Per class
Predictive accuracy
0.5769
Prior entropy
1.4782
Recall
0.5769
Per class
Relative absolute error
0.9184
Root mean prior squared error
0.4538
Root mean squared error
0.4259
Root relative squared error
0.9386
SciMark benchmark
934.5243
UserCPU time millis
40
UserCPU time millis training
40