DEVELOPMENT... OpenML
Run
148859

Run 148859

Task 3767 (Supervised Classification) fri_c0_1000_50 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
0.8951
Per class
F measure
0.804
Per class
Kappa
0.6081
KB relative information score
283.6042
Mean absolute error
0.381
Mean prior absolute error
0.4998
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
0.8043
Per class
Predictive accuracy
0.804
Prior entropy
0.9997
Recall
0.804
Per class
Relative absolute error
0.7623
Root mean prior squared error
0.4999
Root mean squared error
0.4027
Root relative squared error
0.8056
SciMark benchmark
947.9494
UserCPU time millis
4250
UserCPU time millis testing
10
UserCPU time millis training
4240