DEVELOPMENT... OpenML
Run
148776

Run 148776

Task 3683 (Supervised Classification) diggle_table_a2 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
0.9999
Per class
F measure
0.9903
Per class
Kappa
0.9806
KB relative information score
281.3793
Mean absolute error
0.0589
Mean prior absolute error
0.4979
Number of instances
310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9903
Per class
Predictive accuracy
0.9903
Prior entropy
0.997
Recall
0.9903
Per class
Relative absolute error
0.1183
Root mean prior squared error
0.499
Root mean squared error
0.087
Root relative squared error
0.1744
SciMark benchmark
943.2817
UserCPU time millis
130
UserCPU time millis testing
10
UserCPU time millis training
120