DEVELOPMENT... OpenML
Run
187740

Run 187740

Task 3641 (Supervised Classification) fri_c2_100_25 Uploaded 25-02-2015 by Jason
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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
0.8184
Per class
F measure
0.8178
Per class
Kappa
0.6264
KB relative information score
56.4983
Mean absolute error
0.2189
Mean prior absolute error
0.4904
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8217
Per class
Predictive accuracy
0.82
Prior entropy
0.9864
Recall
0.82
Per class
Relative absolute error
0.4464
Root mean prior squared error
0.4951
Root mean squared error
0.3817
Root relative squared error
0.7709
SciMark benchmark
1363.434
UserCPU time millis
10
UserCPU time millis testing
10