Run
54494

Run 54494

Task 1735 (Learning Curve) segment Uploaded 09-11-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
Issue #Downvotes for this reason By


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
0.9985 ± 0.0008
Per class
Build CPU time
0.05
Build memory
689196746.0667
F measure
0.9658 ± 0.015
Per class
Kappa
0.9601 ± 0.0174
KB relative information score
0.9656 ± 0.0123
Mean absolute error
0.0106 ± 0.0036
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9659 ± 0.0145
Per class
Predictive accuracy
0.9658 ± 0.0149
Prior entropy
2.8074
Recall
0.9658 ± 0.0149
Per class
Relative absolute error
0.0434 ± 0.0149
Root mean prior squared error
0.3499
Root mean squared error
0.0854 ± 0.0169
Root relative squared error
0.244 ± 0.0484
SciMark benchmark
1853.1129