DEVELOPMENT... OpenML
Run
143727

Run 143727

Task 2079 (Supervised Classification) eucalyptus Uploaded 31-01-2015 by Felicia West
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Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_M1.0

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
0.8703
Per class
F measure
0.6062
Per class
Kappa
0.4958
KB relative information score
394.277
Mean absolute error
0.1689
Mean prior absolute error
0.3132
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6069
Per class
Predictive accuracy
0.6073
Prior entropy
2.2629
Recall
0.6073
Per class
Relative absolute error
0.5393
Root mean prior squared error
0.3957
Root mean squared error
0.3452
Root relative squared error
0.8722
SciMark benchmark
938.4278
UserCPU time millis
150
UserCPU time millis testing
110
UserCPU time millis training
40