DEVELOPMENT... OpenML
Run
148810

Run 148810

Task 3718 (Supervised Classification) boston 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
0.9307
Per class
F measure
0.8666
Per class
Kappa
0.7236
KB relative information score
299.6854
Mean absolute error
0.2114
Mean prior absolute error
0.4849
Number of instances
506
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8677
Per class
Predictive accuracy
0.8676
Prior entropy
0.9782
Recall
0.8676
Per class
Relative absolute error
0.436
Root mean prior squared error
0.4924
Root mean squared error
0.314
Root relative squared error
0.6377
SciMark benchmark
918.4924
UserCPU time millis
1440
UserCPU time millis testing
10
UserCPU time millis training
1430