DEVELOPMENT... OpenML
Run
148560

Run 148560

Task 3498 (Supervised Classification) pasture 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
0.8935
Per class
F measure
0.7462
Per class
Kappa
0.625
KB relative information score
16.4364
Mean absolute error
0.2814
Mean prior absolute error
0.4444
Number of instances
36
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7442
Per class
Predictive accuracy
0.75
Prior entropy
1.585
Recall
0.75
Per class
Relative absolute error
0.6331
Root mean prior squared error
0.4714
Root mean squared error
0.3537
Root relative squared error
0.7503
SciMark benchmark
934.5243
UserCPU time millis
50
UserCPU time millis training
50