DEVELOPMENT... OpenML
Run
148713

Run 148713

Task 3620 (Supervised Classification) fri_c0_100_5 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
0.8943
Per class
F measure
0.8
Per class
Kappa
0.5974
KB relative information score
16.0517
Mean absolute error
0.4354
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8
Per class
Predictive accuracy
0.8
Prior entropy
0.9956
Recall
0.8
Per class
Relative absolute error
0.8764
Root mean prior squared error
0.4984
Root mean squared error
0.4412
Root relative squared error
0.8853
SciMark benchmark
947.9494
UserCPU time millis
40
UserCPU time millis training
40