DEVELOPMENT... OpenML
Run
104486

Run 104486

Task 1799 (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
0.9993
Per class
Build CPU time
0.0029
Build memory
170659591.2
F measure
0.9793
Per class
Kappa
0.974
KB relative information score
1773.4513
Mean absolute error
0.0104
Mean prior absolute error
0.2664
Number of instances
1830
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9805
Per class
Predictive accuracy
0.9792
Prior entropy
2.4378
Recall
0.9792
Per class
Relative absolute error
0.0391
Root mean prior squared error
0.3649
Root mean squared error
0.0749
Root relative squared error
0.2053
SciMark benchmark
892.0716