DEVELOPMENT... OpenML
Run
104656

Run 104656

Task 265 (Supervised Classification) dermatology 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
1
Per class
Build CPU time
0.115
Build memory
308634408
F measure
0.9753
Per class
Kappa
0.9684
KB relative information score
115.5992
Mean absolute error
0.0094
Mean prior absolute error
0.2653
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9797
Per class
Predictive accuracy
0.975
Prior entropy
2.4378
Recall
0.975
Per class
Relative absolute error
0.0352
Root mean prior squared error
0.3633
Root mean squared error
0.0622
Root relative squared error
0.1712
SciMark benchmark
912.1058