DEVELOPMENT... OpenML
Run
148822

Run 148822

Task 3730 (Supervised Classification) fri_c2_1000_50 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
0.9275
Per class
F measure
0.8615
Per class
Kappa
0.7144
KB relative information score
401.5997
Mean absolute error
0.3167
Mean prior absolute error
0.4866
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8617
Per class
Predictive accuracy
0.862
Prior entropy
0.9806
Recall
0.862
Per class
Relative absolute error
0.6508
Root mean prior squared error
0.4932
Root mean squared error
0.3549
Root relative squared error
0.7195
SciMark benchmark
918.4924
UserCPU time millis
3420
UserCPU time millis testing
10
UserCPU time millis training
3410