DEVELOPMENT... OpenML
Run
149201

Run 149201

Task 2276 (Supervised Classification) meta_stream_intervals.arff Uploaded 07-02-2015 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
0.9976
Per class
F measure
0.9911
Per class
Kappa
0.9872
KB relative information score
44570.5781
Mean absolute error
0.0016
Mean prior absolute error
0.1072
Number of instances
45164
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9911
Per class
Predictive accuracy
0.9911
Prior entropy
2.3329
Recall
0.9911
Per class
Relative absolute error
0.0146
Root mean prior squared error
0.2315
Root mean squared error
0.0328
Root relative squared error
0.1416
SciMark benchmark
931.2336
UserCPU time millis
21891680
UserCPU time millis testing
370
UserCPU time millis training
21891310