Run
54495

Run 54495

Task 1736 (Learning Curve) diabetes 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
0.8256 ± 0.0515
Per class
Build CPU time
0.0007
Build memory
923600522.3
F measure
0.7727 ± 0.0397
Per class
Kappa
0.4959 ± 0.0915
KB relative information score
0.3483 ± 0.0641
Mean absolute error
0.2985 ± 0.0256
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.7717 ± 0.0386
Per class
Predictive accuracy
0.7747 ± 0.036
Prior entropy
0.9331 ± 0.0046
Recall
0.7747 ± 0.036
Per class
Relative absolute error
0.6569 ± 0.0555
Root mean prior squared error
0.4766 ± 0.0016
Root mean squared error
0.4007 ± 0.0335
Root relative squared error
0.8407 ± 0.0694
SciMark benchmark
1853.1129