Run
1839507

Run 1839507

Task 1740 (Learning Curve) soybean 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
0.9964 ± 0.003
Per class
F measure
0.9376 ± 0.0264
Per class
Kappa
0.9326 ± 0.0263
KB relative information score
641.8665 ± 1.681
Mean absolute error
0.0081 ± 0.0022
Mean prior absolute error
0.0961 ± 0.0001
Number of instances
683
Per class
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Linux', '3.10.0-327.22.2.el7.x86_64']
Precision
0.944 ± 0.0237
Per class
Predictive accuracy
0.9385 ± 0.0239
Prior entropy
3.8572
Recall
0.9385 ± 0.0239
Per class
Relative absolute error
0.0843 ± 0.0225
Root mean prior squared error
0.2191 ± 0.0002
Root mean squared error
0.0726 ± 0.0128
Root relative squared error
0.3315 ± 0.0585
SciMark benchmark
1453.2345