Run
54481

Run 54481

Task 2098 (Learning Curve) abalone 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.

19 Evaluation measures

Area under ROC curve
0.7401 ± 0.0111
Per class
Build CPU time
0.0063
Build memory
1996019264.4308
Kappa
0.1457 ± 0.026
KB relative information score
0.242 ± 0.0101
Mean absolute error
0.0556 ± 0.0003
Mean prior absolute error
0.0618 ± 0
Number of instances
4177
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.2519 ± 0.022
Prior entropy
3.6031 ± 0.0188
Recall
0.2519 ± 0.022
Per class
Relative absolute error
0.9001 ± 0.0051
Root mean prior squared error
0.1757 ± 0
Root mean squared error
0.1699 ± 0.0012
Root relative squared error
0.9666 ± 0.0068
SciMark benchmark
1853.1129