DEVELOPMENT... OpenML
Run
187793

Run 187793

Task 3766 (Supervised Classification) fri_c2_1000_25 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
0.944
Per class
F measure
0.879
Per class
Kappa
0.754
KB relative information score
677.3694
Mean absolute error
0.1661
Mean prior absolute error
0.4921
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.879
Per class
Predictive accuracy
0.879
Prior entropy
0.9886
Recall
0.879
Per class
Relative absolute error
0.3376
Root mean prior squared error
0.496
Root mean squared error
0.3025
Root relative squared error
0.6099
SciMark benchmark
1304.9611
UserCPU time millis
100
UserCPU time millis testing
90
UserCPU time millis training
10