DEVELOPMENT... OpenML
Run
187934

Run 187934

Task 4291 (Supervised Classification) abalone 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
0.8636
Per class
F measure
0.7781
Per class
Kappa
0.5562
KB relative information score
18630.0497
Mean absolute error
0.2881
Mean prior absolute error
0.5
Number of instances
41770
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7782
Per class
Predictive accuracy
0.7781
Prior entropy
1
Recall
0.7781
Per class
Relative absolute error
0.5762
Root mean prior squared error
0.5
Root mean squared error
0.3874
Root relative squared error
0.7749
SciMark benchmark
1325.942
UserCPU time millis
30
UserCPU time millis testing
20
UserCPU time millis training
10