Run
54489

Run 54489

Task 1721 (Learning Curve) mfeat-zernike 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
0.9589 ± 0.0068
Per class
Build CPU time
0.3402
Build memory
2024664870.9818
F measure
0.7519 ± 0.0245
Per class
Kappa
0.7233 ± 0.0313
KB relative information score
0.7645 ± 0.0257
Mean absolute error
0.0497 ± 0.0052
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.7538 ± 0.0189
Per class
Predictive accuracy
0.751 ± 0.0282
Prior entropy
3.3219
Recall
0.751 ± 0.0282
Per class
Relative absolute error
0.2761 ± 0.0288
Root mean prior squared error
0.3
Root mean squared error
0.2023 ± 0.0111
Root relative squared error
0.6742 ± 0.0369
SciMark benchmark
1853.1129