Run
54485

Run 54485

Task 1702 (Learning Curve) kr-vs-kp 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
0.9841 ± 0.0053
Per class
Build CPU time
0.0331
Build memory
2762140897.0667
F measure
0.9338 ± 0.0133
Per class
Kappa
0.8673 ± 0.0266
KB relative information score
0.7054 ± 0.0152
Mean absolute error
0.1631 ± 0.0076
Mean prior absolute error
0.499 ± 0.0001
Number of instances
3196
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9354 ± 0.0121
Per class
Predictive accuracy
0.934 ± 0.0131
Prior entropy
0.9986 ± 0.0002
Recall
0.934 ± 0.0131
Per class
Relative absolute error
0.3268 ± 0.0152
Root mean prior squared error
0.4995 ± 0.0001
Root mean squared error
0.2462 ± 0.009
Root relative squared error
0.4928 ± 0.018
SciMark benchmark
1853.1129