Run
61744

Run 61744

Task 1705 (Learning Curve) letter Uploaded 16-11-2014 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
0.9991 ± 0.0001
Per class
Build CPU time
0.2
Build memory
2336230609.0667
F measure
0.9422 ± 0.0048
Per class
Kappa
0.9398 ± 0.005
KB relative information score
0.951 ± 0.003
Mean absolute error
0.0061 ± 0.0003
Mean prior absolute error
0.074 ± 0
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9427 ± 0.0047
Per class
Predictive accuracy
0.9422 ± 0.0048
Prior entropy
4.6998 ± 0.0001
Recall
0.9422 ± 0.0048
Per class
Relative absolute error
0.0832 ± 0.0047
Root mean prior squared error
0.1923 ± 0
Root mean squared error
0.0565 ± 0.002
Root relative squared error
0.2937 ± 0.0104
SciMark benchmark
1635.4735