DEVELOPMENT... OpenML
Run
148525

Run 148525

Task 2078 (Supervised Classification) braziltourism Uploaded 04-02-2015 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
0.5536
Per class
F measure
0.687
Per class
Kappa
0.0893
KB relative information score
-81.3164
Mean absolute error
0.1335
Mean prior absolute error
0.1103
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
0.6653
Per class
Predictive accuracy
0.7354
Prior entropy
1.1781
Recall
0.7354
Per class
Relative absolute error
1.2097
Root mean prior squared error
0.2325
Root mean squared error
0.2476
Root relative squared error
1.0648
SciMark benchmark
932.3943
UserCPU time millis
360
UserCPU time millis training
360