DEVELOPMENT... OpenML
Run
148867

Run 148867

Task 3775 (Supervised Classification) fri_c2_1000_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
0.9443
Per class
F measure
0.9218
Per class
Kappa
0.8386
KB relative information score
454.5324
Mean absolute error
0.2972
Mean prior absolute error
0.4859
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.922
Per class
Predictive accuracy
0.922
Prior entropy
0.9796
Recall
0.922
Per class
Relative absolute error
0.6116
Root mean prior squared error
0.4929
Root mean squared error
0.3291
Root relative squared error
0.6677
SciMark benchmark
947.9494
UserCPU time millis
910
UserCPU time millis training
910