DEVELOPMENT... OpenML
Run
148834

Run 148834

Task 3742 (Supervised Classification) fri_c4_100_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
0.8306
Per class
F measure
0.7902
Per class
Kappa
0.58
KB relative information score
16.2236
Mean absolute error
0.4341
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7918
Per class
Predictive accuracy
0.79
Prior entropy
0.9975
Recall
0.79
Per class
Relative absolute error
0.8713
Root mean prior squared error
0.4991
Root mean squared error
0.4446
Root relative squared error
0.8909
SciMark benchmark
933.8635
UserCPU time millis
90
UserCPU time millis training
90