DEVELOPMENT... OpenML
Run
104448

Run 104448

Task 265 (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
1
Per class
Build CPU time
0.003
Build memory
981777224
F measure
0.9753
Per class
Kappa
0.9684
KB relative information score
115.7211
Mean absolute error
0.0091
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
0.0342
Root mean prior squared error
0.3633
Root mean squared error
0.0605
Root relative squared error
0.1666
SciMark benchmark
936.8995