DEVELOPMENT... OpenML
Run
187933

Run 187933

Task 4322 (Supervised Classification) fri_c4_1000_10 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
0.9314
Per class
F measure
0.8505
Per class
Kappa
0.696
KB relative information score
6025.9193
Mean absolute error
0.2052
Mean prior absolute error
0.4928
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8507
Per class
Predictive accuracy
0.8509
Prior entropy
0.9896
Recall
0.8509
Per class
Relative absolute error
0.4165
Root mean prior squared error
0.4964
Root mean squared error
0.3219
Root relative squared error
0.6484
SciMark benchmark
1372.2145
UserCPU time millis
10
UserCPU time millis testing
10