DEVELOPMENT... OpenML
Run
148787

Run 148787

Task 3695 (Supervised Classification) fri_c2_250_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
0.9149
Per class
F measure
0.8949
Per class
Kappa
0.7711
KB relative information score
88.2867
Mean absolute error
0.3285
Mean prior absolute error
0.4633
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
0.8958
Per class
Predictive accuracy
0.896
Prior entropy
0.9468
Recall
0.896
Per class
Relative absolute error
0.709
Root mean prior squared error
0.4812
Root mean squared error
0.356
Root relative squared error
0.7399
SciMark benchmark
918.4924
UserCPU time millis
200
UserCPU time millis testing
10
UserCPU time millis training
190