DEVELOPMENT... OpenML
Run
143912

Run 143912

Task 3725 (Supervised Classification) auto93 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
0.9197
Per class
F measure
0.8256
Per class
Kappa
0.625
KB relative information score
57.7206
Mean absolute error
0.175
Mean prior absolute error
0.4701
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8266
Per class
Predictive accuracy
0.828
Prior entropy
0.9573
Recall
0.828
Per class
Relative absolute error
0.3722
Root mean prior squared error
0.4845
Root mean squared error
0.3569
Root relative squared error
0.7367
SciMark benchmark
923.9763
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10