DEVELOPMENT... OpenML
Run
148857

Run 148857

Task 3765 (Supervised Classification) sleuth_case2002 Uploaded 06-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6257
Per class
F measure
0.6122
Per class
Kappa
0.2274
KB relative information score
13.683
Mean absolute error
0.4562
Mean prior absolute error
0.4982
Number of instances
147
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6169
Per class
Predictive accuracy
0.6122
Prior entropy
0.9974
Recall
0.6122
Per class
Relative absolute error
0.9157
Root mean prior squared error
0.4991
Root mean squared error
0.4804
Root relative squared error
0.9625
SciMark benchmark
947.9494
UserCPU time millis
110
UserCPU time millis training
110