DEVELOPMENT... OpenML
Run
187894

Run 187894

Task 3913 (Supervised Classification) kc2 Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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
0.8263
Per class
F measure
0.8151
Per class
Kappa
0.4102
KB relative information score
178.4904
Mean absolute error
0.1905
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.811
Per class
Predictive accuracy
0.8238
Prior entropy
0.734
Recall
0.8238
Per class
Relative absolute error
0.5833
Root mean prior squared error
0.4037
Root mean squared error
0.3494
Root relative squared error
0.8656
SciMark benchmark
930.067
UserCPU time millis
90
UserCPU time millis testing
60
UserCPU time millis training
30