DEVELOPMENT... OpenML
Run
148972

Run 148972

Task 3887 (Supervised Classification) analcatdata_germangss 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
0.9372
Per class
F measure
0.8937
Per class
Kappa
0.6916
KB relative information score
-136.6022
Mean absolute error
0.3912
Mean prior absolute error
0.3495
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8929
Per class
Predictive accuracy
0.895
Prior entropy
0.7716
Recall
0.895
Per class
Relative absolute error
1.1194
Root mean prior squared error
0.4176
Root mean squared error
0.398
Root relative squared error
0.9532
SciMark benchmark
934.5243
UserCPU time millis
70
UserCPU time millis training
70