DEVELOPMENT... OpenML
Run
148478

Run 148478

Task 48 (Supervised Classification) heart-c Uploaded 03-02-2015 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
0.8601
Per class
F measure
0.7883
Per class
Kappa
0.5727
KB relative information score
124.0496
Mean absolute error
0.1178
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7885
Per class
Predictive accuracy
0.7888
Prior entropy
1.0792
Recall
0.7888
Per class
Relative absolute error
0.5878
Root mean prior squared error
0.315
Root mean squared error
0.247
Root relative squared error
0.7842
SciMark benchmark
929.566
UserCPU time millis
880
UserCPU time millis training
880