DEVELOPMENT... OpenML
Run
148685

Run 148685

Task 3592 (Supervised Classification) fri_c2_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
0.8425
Per class
F measure
0.817
Per class
Kappa
0.6154
KB relative information score
17.6649
Mean absolute error
0.4144
Mean prior absolute error
0.4804
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
0.8203
Per class
Predictive accuracy
0.82
Prior entropy
0.9721
Recall
0.82
Per class
Relative absolute error
0.8627
Root mean prior squared error
0.4899
Root mean squared error
0.426
Root relative squared error
0.8696
SciMark benchmark
947.9494
UserCPU time millis
30
UserCPU time millis training
30