Run
54488

Run 54488

Task 1720 (Learning Curve) car 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
0.9963 ± 0.0025
Per class
Build CPU time
0.0006
Build memory
2126649770.5455
F measure
0.9353 ± 0.0149
Per class
Kappa
0.8636 ± 0.0317
KB relative information score
0.7046 ± 0.0209
Mean absolute error
0.089 ± 0.0051
Mean prior absolute error
0.229 ± 0.0007
Number of instances
1728
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9385 ± 0.0165
Per class
Predictive accuracy
0.9381 ± 0.0139
Prior entropy
1.2058 ± 0.0093
Recall
0.9381 ± 0.0139
Per class
Relative absolute error
0.3887 ± 0.0224
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.1798 ± 0.0073
Root relative squared error
0.5318 ± 0.0218
SciMark benchmark
1853.1129