Run
54487

Run 54487

Task 1714 (Learning Curve) breast-w 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
0.9891 ± 0.0073
Per class
Build CPU time
0.0007
Build memory
2186875806.6
F measure
0.9671 ± 0.0252
Per class
Kappa
0.9274 ± 0.0553
KB relative information score
0.9079 ± 0.0522
Mean absolute error
0.0425 ± 0.0217
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9672 ± 0.0249
Per class
Predictive accuracy
0.9671 ± 0.0253
Prior entropy
0.9293 ± 0.0043
Recall
0.9671 ± 0.0253
Per class
Relative absolute error
0.0939 ± 0.0481
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.1632 ± 0.0647
Root relative squared error
0.3434 ± 0.136
SciMark benchmark
1853.1129