DEVELOPMENT... OpenML
Run
148450

Run 148450

Task 18 (Supervised Classification) mfeat-morphological 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
0.9538
Per class
F measure
0.6994
Per class
Kappa
0.6928
KB relative information score
1517.2772
Mean absolute error
0.0643
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.713
Per class
Predictive accuracy
0.7235
Prior entropy
3.3219
Recall
0.7235
Per class
Relative absolute error
0.3573
Root mean prior squared error
0.3
Root mean squared error
0.1877
Root relative squared error
0.6258
SciMark benchmark
947.9494
UserCPU time millis
10030
UserCPU time millis testing
50
UserCPU time millis training
9980