DEVELOPMENT... OpenML
Run
143902

Run 143902

Task 3715 (Supervised Classification) fri_c0_100_50 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
0.6853
Per class
F measure
0.6774
Per class
Kappa
0.3577
KB relative information score
20.1058
Mean absolute error
0.4081
Mean prior absolute error
0.4998
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6837
Per class
Predictive accuracy
0.68
Prior entropy
0.9997
Recall
0.68
Per class
Relative absolute error
0.8165
Root mean prior squared error
0.4999
Root mean squared error
0.4856
Root relative squared error
0.9714
SciMark benchmark
923.9763
UserCPU time millis
120
UserCPU time millis testing
100
UserCPU time millis training
20