DEVELOPMENT... OpenML
Run
148755

Run 148755

Task 3662 (Supervised Classification) fri_c4_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
0.9298
Per class
F measure
0.8698
Per class
Kappa
0.7354
KB relative information score
433.3901
Mean absolute error
0.3047
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
0.8698
Per class
Predictive accuracy
0.87
Prior entropy
0.9896
Recall
0.87
Per class
Relative absolute error
0.6184
Root mean prior squared error
0.4964
Root mean squared error
0.3487
Root relative squared error
0.7024
SciMark benchmark
947.9494
UserCPU time millis
3580
UserCPU time millis testing
10
UserCPU time millis training
3570