DEVELOPMENT... OpenML
Run
148711

Run 148711

Task 3593 (Supervised Classification) 2dplanes 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
0.9811
Per class
F measure
0.9303
Per class
Kappa
0.8606
KB relative information score
32438.2255
Mean absolute error
0.1127
Mean prior absolute error
0.5
Number of instances
40768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9303
Per class
Predictive accuracy
0.9303
Prior entropy
1
Recall
0.9303
Per class
Relative absolute error
0.2254
Root mean prior squared error
0.5
Root mean squared error
0.222
Root relative squared error
0.444
SciMark benchmark
947.9494
UserCPU time millis
362070
UserCPU time millis testing
130
UserCPU time millis training
361940