DEVELOPMENT... OpenML
Run
148536

Run 148536

Task 2275 (Supervised Classification) meta_instanceincremental.arff Uploaded 05-02-2015 by Felicia West
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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
0.9218
Per class
F measure
0.8833
Per class
Kappa
0.7268
KB relative information score
40.2263
Mean absolute error
0.1087
Mean prior absolute error
0.2277
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8954
Per class
Predictive accuracy
0.8919
Prior entropy
1.3146
Recall
0.8919
Per class
Relative absolute error
0.4774
Root mean prior squared error
0.3317
Root mean squared error
0.2187
Root relative squared error
0.6594
SciMark benchmark
931.2336
UserCPU time millis
280
UserCPU time millis training
280