Run
61769

Run 61769

Task 1764 (Learning Curve) electricity 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
0.9015 ± 0.0056
Per class
Build CPU time
0.0991
Build memory
1172226616.16
F measure
0.8192 ± 0.0055
Per class
Kappa
0.629 ± 0.0116
KB relative information score
0.5193 ± 0.0113
Mean absolute error
0.2449 ± 0.0053
Mean prior absolute error
0.4886 ± 0
Number of instances
45312
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8193 ± 0.0055
Per class
Predictive accuracy
0.8198 ± 0.0054
Prior entropy
0.9835 ± 0
Recall
0.8198 ± 0.0054
Per class
Relative absolute error
0.5012 ± 0.0108
Root mean prior squared error
0.4943 ± 0
Root mean squared error
0.3534 ± 0.0055
Root relative squared error
0.7151 ± 0.0112
SciMark benchmark
1635.4735