DEVELOPMENT... OpenML
Run
148454

Run 148454

Task 23 (Supervised Classification) cmc Uploaded 03-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.683
Per class
F measure
0.5036
Per class
Kappa
0.2323
KB relative information score
267.2214
Mean absolute error
0.3807
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5035
Per class
Predictive accuracy
0.5037
Prior entropy
1.5392
Recall
0.5037
Per class
Relative absolute error
0.8837
Root mean prior squared error
0.4641
Root mean squared error
0.4414
Root relative squared error
0.951
SciMark benchmark
901.0726
UserCPU time millis
2160
UserCPU time millis testing
30
UserCPU time millis training
2130