DEVELOPMENT... OpenML
Run
105084

Run 105084

Task 3907 (Supervised Classification) mc1 Uploaded 09-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.9487
Per class
Build CPU time
0.8141
Build memory
1392561014.0266
F measure
0.9903
Per class
Kappa
0.3487
KB relative information score
-20797.7321
Mean absolute error
0.0125
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9907
Per class
Predictive accuracy
0.99
Prior entropy
0.0622
Recall
0.99
Per class
Relative absolute error
0.8687
Root mean prior squared error
0.0845
Root mean squared error
0.0885
Root relative squared error
1.0483
SciMark benchmark
947.4397