Run
20258

Run 20258

Task 37 (Supervised Classification) diabetes Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I40
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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
0.7236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
206.3976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.329
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7239
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.955
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
931.0961[564.11404776719996.0997823204989482.7975877024999890.73731917879341721.73185736295]