Run
54498

Run 54498

Task 1752 (Learning Curve) vehicle 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
0.9104 ± 0.0192
Per class
Build CPU time
0.0055
Build memory
284964029.5111
F measure
0.7144 ± 0.0469
Per class
Kappa
0.6311 ± 0.0571
KB relative information score
0.6598 ± 0.038
Mean absolute error
0.1501 ± 0.013
Mean prior absolute error
0.3748 ± 0
Number of instances
846
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.7117 ± 0.0487
Per class
Predictive accuracy
0.7234 ± 0.0429
Prior entropy
1.9991 ± 0.0005
Recall
0.7234 ± 0.0429
Per class
Relative absolute error
0.4004 ± 0.0346
Root mean prior squared error
0.4329 ± 0
Root mean squared error
0.3024 ± 0.0254
Root relative squared error
0.6985 ± 0.0586
SciMark benchmark
1853.1129