DEVELOPMENT... OpenML
Run
148858

Run 148858

Task 3766 (Supervised Classification) fri_c2_1000_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
0.9385
Per class
F measure
0.874
Per class
Kappa
0.7441
KB relative information score
419.1413
Mean absolute error
0.3133
Mean prior absolute error
0.4921
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8741
Per class
Predictive accuracy
0.874
Prior entropy
0.9886
Recall
0.874
Per class
Relative absolute error
0.6367
Root mean prior squared error
0.496
Root mean squared error
0.3493
Root relative squared error
0.7041
SciMark benchmark
947.9494
UserCPU time millis
4980
UserCPU time millis testing
10
UserCPU time millis training
4970