DEVELOPMENT... OpenML
Run
148943

Run 148943

Task 3854 (Supervised Classification) car 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
0.9967
Per class
F measure
0.9713
Per class
Kappa
0.9323
KB relative information score
348.2948
Mean absolute error
0.3554
Mean prior absolute error
0.4199
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9723
Per class
Predictive accuracy
0.9711
Prior entropy
0.8813
Recall
0.9711
Per class
Relative absolute error
0.8464
Root mean prior squared error
0.4582
Root mean squared error
0.3593
Root relative squared error
0.7842
SciMark benchmark
938.9865
UserCPU time millis
780
UserCPU time millis training
780