DEVELOPMENT... OpenML
Run
68584

Run 68584

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9631
Per class
Build CPU time
0.0221
Build memory
1619475489.2121
F measure
0.9234
Per class
Kappa
0.8297
KB relative information score
103.0316
Mean absolute error
0.103
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9244
Per class
Predictive accuracy
0.9242
Prior entropy
0.9347
Recall
0.9242
Per class
Relative absolute error
0.2266
Root mean prior squared error
0.4765
Root mean squared error
0.2402
Root relative squared error
0.5041
SciMark benchmark
932.5791