DEVELOPMENT... OpenML
Run
104730

Run 104730

Task 2119 (Supervised Classification) yeast 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
0.7968
Per class
Build CPU time
0.004
Build memory
630731912
F measure
0.5518
Per class
Kappa
0.4296
KB relative information score
205.0654
Mean absolute error
0.1127
Mean prior absolute error
0.1553
Number of instances
489
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5578
Per class
Predictive accuracy
0.5603
Prior entropy
2.5035
Recall
0.5603
Per class
Relative absolute error
0.7257
Root mean prior squared error
0.2784
Root mean squared error
0.2437
Root relative squared error
0.8753
SciMark benchmark
939.059