DEVELOPMENT... OpenML
Run
187923

Run 187923

Task 4261 (Supervised Classification) analcatdata_cyyoung8092 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
0.7373
Per class
F measure
0.7596
Per class
Kappa
0.3541
KB relative information score
152.8947
Mean absolute error
0.289
Mean prior absolute error
0.375
Number of instances
970
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7595
Per class
Predictive accuracy
0.7598
Prior entropy
0.8153
Recall
0.7598
Per class
Relative absolute error
0.7707
Root mean prior squared error
0.4315
Root mean squared error
0.4481
Root relative squared error
1.0384
SciMark benchmark
1307.4861
UserCPU time millis
10
UserCPU time millis training
10

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