DEVELOPMENT... OpenML
Run
187885

Run 187885

Task 3904 (Supervised Classification) jm1 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
0.7171
Per class
F measure
0.7726
Per class
Kappa
0.1996
KB relative information score
653.53
Mean absolute error
0.2636
Mean prior absolute error
0.3121
Number of instances
10885
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7704
Per class
Predictive accuracy
0.8084
Prior entropy
0.7088
Recall
0.8084
Per class
Relative absolute error
0.8444
Root mean prior squared error
0.395
Root mean squared error
0.3774
Root relative squared error
0.9553
SciMark benchmark
934.0566
UserCPU time millis
1420
UserCPU time millis testing
1150
UserCPU time millis training
270