DEVELOPMENT... OpenML
Run
19644

Run 19644

Task 37 (Supervised Classification) diabetes Uploaded 16-06-2014 by Felicia West
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Flow

weka.Bagging_NaiveBayes(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(1)_I40
weka.Bagging_NaiveBayes(1)_P100
weka.Bagging_NaiveBayes(1)_S1
weka.Bagging_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8154
Per class
F measure
0.7544
Per class
Kappa
0.4537
KB relative information score
277.8348
Mean absolute error
0.2889
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7532
Per class
Predictive accuracy
0.7578
Prior entropy
0.9335
Recall
0.7578
Per class
Relative absolute error
0.6356
Root mean prior squared error
0.4766
Root mean squared error
0.4182
Root relative squared error
0.8773
SciMark benchmark
939.3726[547.98636252615521008.6129065594412483.8854846559526898.06093401596671758.3172656914378]