DEVELOPMENT... OpenML
Run
68643

Run 68643

Task 3550 (Supervised Classification) analcatdata_asbestos 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
0.8455
Per class
Build CPU time
0.0142
Build memory
2107385402.3133
F measure
0.7958
Per class
Kappa
0.5909
KB relative information score
39.7241
Mean absolute error
0.2693
Mean prior absolute error
0.4943
Number of instances
83
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8021
Per class
Predictive accuracy
0.7952
Prior entropy
0.9919
Recall
0.7952
Per class
Relative absolute error
0.5448
Root mean prior squared error
0.4971
Root mean squared error
0.3886
Root relative squared error
0.7819
SciMark benchmark
905.0866