DEVELOPMENT... OpenML
Run
148965

Run 148965

Task 3877 (Supervised Classification) analcatdata_dmft 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
0.4813
Per class
F measure
0.7179
Per class
Kappa
-0.0045
KB relative information score
-635.5366
Mean absolute error
0.4232
Mean prior absolute error
0.3138
Number of instances
797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6763
Per class
Predictive accuracy
0.7992
Prior entropy
0.7123
Recall
0.7992
Per class
Relative absolute error
1.3487
Root mean prior squared error
0.3958
Root mean squared error
0.4369
Root relative squared error
1.104
SciMark benchmark
934.5243
UserCPU time millis
210
UserCPU time millis testing
10
UserCPU time millis training
200