Run
54486

Run 54486

Task 1710 (Learning Curve) balance-scale 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
0.8678 ± 0.0464
Per class
Build CPU time
0.0004
Build memory
2603605867.5
F measure
0.6672
Per class
Kappa
0.4345 ± 0.1068
KB relative information score
0.4402 ± 0.0624
Mean absolute error
0.2144 ± 0.0249
Mean prior absolute error
0.3798 ± 0.0012
Number of instances
625
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.6427
Per class
Predictive accuracy
0.6944 ± 0.0569
Prior entropy
1.3181 ± 0.0124
Recall
0.6944 ± 0.0569
Per class
Relative absolute error
0.5647 ± 0.0651
Root mean prior squared error
0.4356 ± 0.0014
Root mean squared error
0.3156 ± 0.0254
Root relative squared error
0.7245 ± 0.0578
SciMark benchmark
1853.1129