DEVELOPMENT... OpenML
Run
148451

Run 148451

Task 20 (Supervised Classification) mfeat-pixel 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
0.992
Per class
F measure
0.9254
Per class
Kappa
0.9172
KB relative information score
1612.0139
Mean absolute error
0.0587
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9257
Per class
Predictive accuracy
0.9255
Prior entropy
3.3219
Recall
0.9255
Per class
Relative absolute error
0.3263
Root mean prior squared error
0.3
Root mean squared error
0.1358
Root relative squared error
0.4526
SciMark benchmark
947.9494
UserCPU time millis
26080
UserCPU time millis testing
40
UserCPU time millis training
26040