DEVELOPMENT... OpenML
Run
187949

Run 187949

Task 4377 (Supervised Classification) kin8nm Uploaded 25-02-2015 by Felicia West
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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
0.8271
Per class
F measure
0.749
Per class
Kappa
0.4987
KB relative information score
27077.2336
Mean absolute error
0.3508
Mean prior absolute error
0.4998
Number of instances
81920
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7503
Per class
Predictive accuracy
0.7491
Prior entropy
0.9998
Recall
0.7491
Per class
Relative absolute error
0.7018
Root mean prior squared error
0.4999
Root mean squared error
0.4122
Root relative squared error
0.8245
SciMark benchmark
1307.4861
UserCPU time millis
60
UserCPU time millis testing
30
UserCPU time millis training
30