Run
54484

Run 54484

Task 1701 (Learning Curve) anneal Uploaded 09-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.A2DE(2)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(2)_F1
weka.A2DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.9937 ± 0.0065
Per class
Build CPU time
0.041
Build memory
2632930588.7111
F measure
0.9749 ± 0.0183
Per class
Kappa
0.9371 ± 0.0437
KB relative information score
0.9066 ± 0.0427
Mean absolute error
0.0157 ± 0.0052
Mean prior absolute error
0.1343 ± 0.0013
Number of instances
898
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9755 ± 0.0147
Per class
Predictive accuracy
0.9755 ± 0.0155
Prior entropy
1.1915 ± 0.026
Recall
0.9755 ± 0.0155
Per class
Relative absolute error
0.1171 ± 0.0388
Root mean prior squared error
0.2582 ± 0.0024
Root mean squared error
0.0838 ± 0.0214
Root relative squared error
0.3246 ± 0.0832
SciMark benchmark
1853.1129