DEVELOPMENT... OpenML
Run
148705

Run 148705

Task 3612 (Supervised Classification) fri_c1_250_25 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
0.9162
Per class
F measure
0.8632
Per class
Kappa
0.7196
KB relative information score
67.4359
Mean absolute error
0.3821
Mean prior absolute error
0.4897
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
0.8642
Per class
Predictive accuracy
0.864
Prior entropy
0.9852
Recall
0.864
Per class
Relative absolute error
0.7803
Root mean prior squared error
0.4948
Root mean squared error
0.3993
Root relative squared error
0.807
SciMark benchmark
918.4924
UserCPU time millis
270
UserCPU time millis training
270

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