DEVELOPMENT... OpenML
Run
187863

Run 187863

Task 3874 (Supervised Classification) ecoli 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
0.9829
Per class
F measure
0.9613
Per class
Kappa
0.9209
KB relative information score
299.7955
Mean absolute error
0.0563
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9614
Per class
Predictive accuracy
0.9613
Prior entropy
0.9842
Recall
0.9613
Per class
Relative absolute error
0.1152
Root mean prior squared error
0.4944
Root mean squared error
0.1847
Root relative squared error
0.3735
SciMark benchmark
934.0566