DEVELOPMENT... OpenML
Run
148724

Run 148724

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9467
Per class
F measure
0.9308
Per class
Kappa
0.704
KB relative information score
-706.9718
Mean absolute error
0.3544
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.931
Per class
Predictive accuracy
0.9305
Prior entropy
0.5744
Recall
0.9305
Per class
Relative absolute error
1.5125
Root mean prior squared error
0.3414
Root mean squared error
0.3631
Root relative squared error
1.0633
SciMark benchmark
947.9494
UserCPU time millis
80
UserCPU time millis training
80