DEVELOPMENT... OpenML
Run
148746

Run 148746

Task 3653 (Supervised Classification) triazines 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
0.8527
Per class
F measure
0.8051
Per class
Kappa
0.5965
KB relative information score
79.5065
Mean absolute error
0.2923
Mean prior absolute error
0.4854
Number of instances
186
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8055
Per class
Predictive accuracy
0.8065
Prior entropy
0.979
Recall
0.8065
Per class
Relative absolute error
0.6022
Root mean prior squared error
0.4925
Root mean squared error
0.3871
Root relative squared error
0.7859
SciMark benchmark
947.9494
UserCPU time millis
1780
UserCPU time millis testing
10
UserCPU time millis training
1770