DEVELOPMENT... OpenML
Run
187948

Run 187948

Task 4402 (Supervised Classification) fri_c3_250_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
0.9046
Per class
F measure
0.8141
Per class
Kappa
0.623
KB relative information score
1403.6285
Mean absolute error
0.2242
Mean prior absolute error
0.4938
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8141
Per class
Predictive accuracy
0.8144
Prior entropy
0.9911
Recall
0.8144
Per class
Relative absolute error
0.4541
Root mean prior squared error
0.4969
Root mean squared error
0.3517
Root relative squared error
0.7079
SciMark benchmark
1372.2145
UserCPU time millis
20
UserCPU time millis testing
20