DEVELOPMENT... OpenML
Run
148835

Run 148835

Task 3741 (Supervised Classification) fri_c2_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
0.865
Per class
F measure
0.8037
Per class
Kappa
0.6034
KB relative information score
71.1868
Mean absolute error
0.3765
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
0.8037
Per class
Predictive accuracy
0.804
Prior entropy
0.9934
Recall
0.804
Per class
Relative absolute error
0.7599
Root mean prior squared error
0.4977
Root mean squared error
0.4053
Root relative squared error
0.8143
SciMark benchmark
918.4924
UserCPU time millis
540
UserCPU time millis testing
10
UserCPU time millis training
530