DEVELOPMENT... OpenML
Run
148475

Run 148475

Task 43 (Supervised Classification) spambase Uploaded 03-02-2015 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
0.9822
Per class
F measure
0.9463
Per class
Kappa
0.8873
KB relative information score
3747.5854
Mean absolute error
0.097
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9462
Per class
Predictive accuracy
0.9463
Prior entropy
0.9674
Recall
0.9463
Per class
Relative absolute error
0.203
Root mean prior squared error
0.4886
Root mean squared error
0.2065
Root relative squared error
0.4227
SciMark benchmark
929.566
UserCPU time millis
86010
UserCPU time millis testing
30
UserCPU time millis training
85980