DEVELOPMENT... OpenML
Run
148912

Run 148912

Task 3820 (Supervised Classification) braziltourism 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
0.67
Per class
F measure
0.7422
Per class
Kappa
0.2239
KB relative information score
-70.6466
Mean absolute error
0.3737
Mean prior absolute error
0.3529
Number of instances
412
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7342
Per class
Predictive accuracy
0.7646
Prior entropy
0.7771
Recall
0.7646
Per class
Relative absolute error
1.0589
Root mean prior squared error
0.4196
Root mean squared error
0.4186
Root relative squared error
0.9976
SciMark benchmark
947.9494
UserCPU time millis
410
UserCPU time millis testing
10
UserCPU time millis training
400