DEVELOPMENT... OpenML
Run
148699

Run 148699

Task 3606 (Supervised Classification) fri_c3_1000_10 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
0.9454
Per class
F measure
0.8887
Per class
Kappa
0.7737
KB relative information score
476.0697
Mean absolute error
0.2848
Mean prior absolute error
0.4928
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
0.8891
Per class
Predictive accuracy
0.889
Prior entropy
0.9896
Recall
0.889
Per class
Relative absolute error
0.5778
Root mean prior squared error
0.4964
Root mean squared error
0.3303
Root relative squared error
0.6655
SciMark benchmark
918.4924
UserCPU time millis
2220
UserCPU time millis training
2220