DEVELOPMENT... OpenML
Run
148785

Run 148785

Task 3693 (Supervised Classification) fri_c4_100_100 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
0.7941
Per class
F measure
0.7
Per class
Kappa
0.4022
KB relative information score
19.1265
Mean absolute error
0.4177
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
0.7051
Per class
Predictive accuracy
0.7
Prior entropy
0.9975
Recall
0.7
Per class
Relative absolute error
0.8384
Root mean prior squared error
0.4991
Root mean squared error
0.4394
Root relative squared error
0.8805
SciMark benchmark
918.4924
UserCPU time millis
390
UserCPU time millis training
390