DEVELOPMENT... OpenML
Run
164042

Run 164042

Task 59 (Supervised Classification) iris Uploaded 17-02-2015 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
0.9822
Per class
F measure
0.9467
Per class
Kappa
0.92
KB relative information score
137.4091
Mean absolute error
0.0439
Mean prior absolute error
0.4444
Number of instances
150
Per class
OS information
[Oracle Corporation, 1.7.0_71, x86_64, Mac OS X, 10.10.2]
Precision
0.9467
Per class
Predictive accuracy
0.9467
Prior entropy
1.585
Recall
0.9467
Per class
Relative absolute error
0.0989
Root mean prior squared error
0.4714
Root mean squared error
0.162
Root relative squared error
0.3436
SciMark benchmark
1574.311
UserCPU time millis
6.132
UserCPU time millis testing
4.449
UserCPU time millis training
1.683