DEVELOPMENT... OpenML
Run
104705

Run 104705

Task 1823 (Supervised Classification) iris 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
0.9847
Per class
Build CPU time
0.0005
Build memory
645200926.4
F measure
0.9413
Per class
Kappa
0.912
KB relative information score
680.284
Mean absolute error
0.0484
Mean prior absolute error
0.4444
Number of instances
750
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9415
Per class
Predictive accuracy
0.9413
Prior entropy
1.585
Recall
0.9413
Per class
Relative absolute error
0.109
Root mean prior squared error
0.4714
Root mean squared error
0.1731
Root relative squared error
0.3673
SciMark benchmark
936.8995