DEVELOPMENT... OpenML
Run
148558

Run 148558

Task 3496 (Supervised Classification) SPECTF 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
0.9591
Per class
F measure
0.9048
Per class
Kappa
0.7664
KB relative information score
174.516
Mean absolute error
0.1977
Mean prior absolute error
0.3968
Number of instances
349
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9112
Per class
Predictive accuracy
0.9026
Prior entropy
0.8464
Recall
0.9026
Per class
Relative absolute error
0.4982
Root mean prior squared error
0.4451
Root mean squared error
0.2775
Root relative squared error
0.6235
SciMark benchmark
934.5243
UserCPU time millis
960
UserCPU time millis training
960