DEVELOPMENT... OpenML
Run
104386

Run 104386

Task 35 (Supervised Classification) dermatology Uploaded 08-12-2014 by Felicia West
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(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
0.9995
Per class
Build CPU time
0.0045
Build memory
46103276.1311
F measure
0.9782
Per class
Kappa
0.9726
KB relative information score
356.1814
Mean absolute error
0.009
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.979
Per class
Predictive accuracy
0.9781
Prior entropy
2.4378
Recall
0.9781
Per class
Relative absolute error
0.0338
Root mean prior squared error
0.3649
Root mean squared error
0.0696
Root relative squared error
0.1908
SciMark benchmark
946.05