Run
1839506

Run 1839506

Task 1720 (Learning Curve) car 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
0.9963 ± 0.0025
Per class
F measure
0.9353 ± 0.0149
Per class
Kappa
0.8636 ± 0.0317
KB relative information score
1213.4131 ± 4.0167
Mean absolute error
0.089 ± 0.0051
Mean prior absolute error
0.229 ± 0.0007
Number of instances
1728
Per class
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Linux', '3.10.0-327.22.2.el7.x86_64']
Precision
0.9385 ± 0.0165
Per class
Predictive accuracy
0.9381 ± 0.0139
Prior entropy
1.2099
Recall
0.9381 ± 0.0139
Per class
Relative absolute error
0.3887 ± 0.0224
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.1798 ± 0.0073
Root relative squared error
0.5318 ± 0.0218
SciMark benchmark
1421.955