DEVELOPMENT... OpenML
Run
148679

Run 148679

Task 3586 (Supervised Classification) abalone 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
0.8608
Per class
F measure
0.7859
Per class
Kappa
0.572
KB relative information score
1644.1995
Mean absolute error
0.3196
Mean prior absolute error
0.5
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7867
Per class
Predictive accuracy
0.786
Prior entropy
1
Recall
0.786
Per class
Relative absolute error
0.6391
Root mean prior squared error
0.5
Root mean squared error
0.3901
Root relative squared error
0.7801
SciMark benchmark
943.2817
UserCPU time millis
9200
UserCPU time millis testing
20
UserCPU time millis training
9180