Run
19899

Run 19899

Task 37 (Supervised Classification) diabetes Uploaded 17-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I80
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7008
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
235.5312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3056
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
0.6987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9715
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.9996[558.15700481013.919993711725480.6364546036713906.13207810932491761.152276377127]
Total cost