DEVELOPMENT... OpenML
Run
187732

Run 187732

Task 3617 (Supervised Classification) fri_c4_1000_10 Uploaded 25-02-2015 by Jason
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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
0.9301
Per class
F measure
0.851
Per class
Kappa
0.6976
KB relative information score
603.4506
Mean absolute error
0.2049
Mean prior absolute error
0.4928
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.851
Per class
Predictive accuracy
0.851
Prior entropy
0.9896
Recall
0.851
Per class
Relative absolute error
0.4157
Root mean prior squared error
0.4964
Root mean squared error
0.322
Root relative squared error
0.6487
SciMark benchmark
1363.434
UserCPU time millis
10
UserCPU time millis testing
10