Run
1839508

Run 1839508

Task 1744 (Learning Curve) splice Uploaded 15-11-2016 by Jan van Rijn
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Flow

weka.A2DEUpdateable(1)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.A2DEUpdateable(1)_F1
weka.A2DEUpdateable(1)_M1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9954 ± 0.0028
Per class
F measure
0.9693 ± 0.0119
Per class
Kappa
0.9502 ± 0.0194
KB relative information score
2987.8419 ± 4.3621
Mean absolute error
0.0312 ± 0.0055
Mean prior absolute error
0.4101 ± 0.0003
Number of instances
3190
Per class
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Linux', '3.10.0-327.22.2.el7.x86_64']
Precision
0.9695 ± 0.0119
Per class
Predictive accuracy
0.9693 ± 0.012
Prior entropy
1.4804
Recall
0.9693 ± 0.012
Per class
Relative absolute error
0.076 ± 0.0133
Root mean prior squared error
0.4528 ± 0.0003
Root mean squared error
0.1313 ± 0.019
Root relative squared error
0.29 ± 0.042
SciMark benchmark
1574.6694