DEVELOPMENT... OpenML
Run
148728

Run 148728

Task 3635 (Supervised Classification) fri_c1_250_50 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
0.9196
Per class
F measure
0.8603
Per class
Kappa
0.7189
KB relative information score
80.9703
Mean absolute error
0.3596
Mean prior absolute error
0.4954
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8619
Per class
Predictive accuracy
0.86
Prior entropy
0.9934
Recall
0.86
Per class
Relative absolute error
0.7259
Root mean prior squared error
0.4977
Root mean squared error
0.3851
Root relative squared error
0.7739
SciMark benchmark
947.9494
UserCPU time millis
600
UserCPU time millis training
600