DEVELOPMENT... OpenML
Run
148710

Run 148710

Task 3617 (Supervised Classification) fri_c4_1000_10 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
0.9295
Per class
F measure
0.8617
Per class
Kappa
0.7187
KB relative information score
455.3587
Mean absolute error
0.2925
Mean prior absolute error
0.4928
Number of instances
1000
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
0.862
Prior entropy
0.9896
Recall
0.862
Per class
Relative absolute error
0.5935
Root mean prior squared error
0.4964
Root mean squared error
0.3435
Root relative squared error
0.692
SciMark benchmark
918.4924
UserCPU time millis
1950
UserCPU time millis training
1950