Run
61741

Run 61741

Task 2094 (Learning Curve) adult Uploaded 16-11-2014 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
0.909 ± 0.0042
Per class
Build CPU time
0.032
Build memory
1684522138.44
F measure
0.8482 ± 0.0064
Per class
Kappa
0.5904 ± 0.0174
KB relative information score
0.4337 ± 0.0129
Mean absolute error
0.189 ± 0.0037
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8518 ± 0.0064
Per class
Predictive accuracy
0.8458 ± 0.0065
Prior entropy
0.7938 ± 0.0002
Recall
0.8458 ± 0.0065
Per class
Relative absolute error
0.5191 ± 0.0102
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3279 ± 0.0044
Root relative squared error
0.7685 ± 0.0103
SciMark benchmark
1591.1714