DEVELOPMENT... OpenML
Run
67977

Run 67977

Task 265 (Supervised Classification) dermatology Uploaded 30-11-2014 by Felicia West
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Flow

weka.Bagging_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I160
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1

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
0.9994
Per class
Build CPU time
0.047
Build memory
713190800
F measure
0.9754
Per class
Kappa
0.9684
KB relative information score
114.4666
Mean absolute error
0.0137
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
0.9762
Per class
Predictive accuracy
0.975
Prior entropy
2.4378
Recall
0.975
Per class
Relative absolute error
0.0515
Root mean prior squared error
0.3633
Root mean squared error
0.0729
Root relative squared error
0.2006
SciMark benchmark
932.5791