DEVELOPMENT... OpenML
Run
143863

Run 143863

Task 3675 (Supervised Classification) pbc 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
0.7452
Per class
F measure
0.7041
Per class
Kappa
0.4064
KB relative information score
122.5672
Mean absolute error
0.3579
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7081
Per class
Predictive accuracy
0.7033
Prior entropy
0.9928
Recall
0.7033
Per class
Relative absolute error
0.7231
Root mean prior squared error
0.4975
Root mean squared error
0.4632
Root relative squared error
0.9311
SciMark benchmark
923.9763
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10