DEVELOPMENT... OpenML
Run
104689

Run 104689

Task 1802 (Supervised Classification) ecoli Uploaded 08-12-2014 by Felicia West
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Flow

weka.A2DE(2)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(2)_F1
weka.A2DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.965
Per class
Build CPU time
0.0011
Build memory
907977222.4
F measure
0.829
Per class
Kappa
0.77
KB relative information score
1214.2137
Mean absolute error
0.0549
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8254
Per class
Predictive accuracy
0.8333
Prior entropy
2.2353
Recall
0.8333
Per class
Relative absolute error
0.3002
Root mean prior squared error
0.3016
Root mean squared error
0.1741
Root relative squared error
0.5773
SciMark benchmark
892.0716