DEVELOPMENT... OpenML
Run
148939

Run 148939

Task 3848 (Supervised Classification) squash-unstored 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
0.7188
Per class
F measure
0.6538
Per class
Kappa
0.3036
KB relative information score
6.6037
Mean absolute error
0.4442
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6538
Per class
Predictive accuracy
0.6538
Prior entropy
0.996
Recall
0.6538
Per class
Relative absolute error
0.8936
Root mean prior squared error
0.4985
Root mean squared error
0.4599
Root relative squared error
0.9226
SciMark benchmark
938.9865
UserCPU time millis
40
UserCPU time millis training
40