Run
54493

Run 54493

Task 1730 (Learning Curve) credit-g 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
0.7805 ± 0.0221
Per class
Build CPU time
0.0058
Build memory
329553745.9556
F measure
0.7463 ± 0.0286
Per class
Kappa
0.3776 ± 0.0709
KB relative information score
0.2525 ± 0.043
Mean absolute error
0.3062 ± 0.0138
Mean prior absolute error
0.4202
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.7452 ± 0.0307
Per class
Predictive accuracy
0.758 ± 0.0274
Prior entropy
0.8813
Recall
0.758 ± 0.0274
Per class
Relative absolute error
0.7287 ± 0.033
Root mean prior squared error
0.4583
Root mean squared error
0.4154 ± 0.016
Root relative squared error
0.9065 ± 0.0349
SciMark benchmark
1853.1129