DEVELOPMENT... OpenML
Run
148470

Run 148470

Task 38 (Supervised Classification) ecoli 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
0.9544
Per class
F measure
0.8537
Per class
Kappa
0.8051
KB relative information score
247.8586
Mean absolute error
0.0534
Mean prior absolute error
0.1828
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8496
Per class
Predictive accuracy
0.8601
Prior entropy
2.2353
Recall
0.8601
Per class
Relative absolute error
0.2921
Root mean prior squared error
0.3016
Root mean squared error
0.1645
Root relative squared error
0.5452
SciMark benchmark
929.566
UserCPU time millis
680
UserCPU time millis training
680