DEVELOPMENT... OpenML
Run
148691

Run 148691

Task 3598 (Supervised Classification) fri_c0_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
0.8138
Per class
F measure
0.7083
Per class
Kappa
0.4157
KB relative information score
42.6454
Mean absolute error
0.4291
Mean prior absolute error
0.498
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
0.7097
Per class
Predictive accuracy
0.708
Prior entropy
0.9971
Recall
0.708
Per class
Relative absolute error
0.8616
Root mean prior squared error
0.499
Root mean squared error
0.4426
Root relative squared error
0.887
SciMark benchmark
943.2817
UserCPU time millis
500
UserCPU time millis training
500