DEVELOPMENT... OpenML
Run
148480

Run 148480

Task 50 (Supervised Classification) heart-h 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
0.8108
Per class
F measure
0.7881
Per class
Kappa
0.53
KB relative information score
82.4321
Mean absolute error
0.1331
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7945
Per class
Predictive accuracy
0.7891
Prior entropy
1.0314
Recall
0.7891
Per class
Relative absolute error
0.7131
Root mean prior squared error
0.3037
Root mean squared error
0.2577
Root relative squared error
0.8486
SciMark benchmark
929.566
UserCPU time millis
310
UserCPU time millis testing
10
UserCPU time millis training
300