Run
326012

Run 326012

Task 260 (Supervised Classification) page-blocks Uploaded 26-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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.

22 Evaluation measures

Area under ROC curve
0.991
Per class
Cross-validation details (33% Holdout set)
F measure
0.967
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8212
Cross-validation details (33% Holdout set)
KB relative information score
1338.3499
Cross-validation details (33% Holdout set)
Mean absolute error
0.0153
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0747
Cross-validation details (33% Holdout set)
Number of instances
1806
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9681
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9668
Cross-validation details (33% Holdout set)
Prior entropy
0.6391
Cross-validation details (33% Holdout set)
Recall
0.9668
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2048
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1912
Cross-validation details (33% Holdout set)
Root mean squared error
0.1033
Cross-validation details (33% Holdout set)
Root relative squared error
0.5403
Cross-validation details (33% Holdout set)
SciMark benchmark
1385.8862
UserCPU time millis
150
Cross-validation details (33% Holdout set)
UserCPU time millis testing
110
Cross-validation details (33% Holdout set)
UserCPU time millis training
40
Cross-validation details (33% Holdout set)