Run
20380

Run 20380

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

weka.Bagging_LADTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LADTree(1)_I80
weka.Bagging_LADTree(1)_P100
weka.Bagging_LADTree(1)_S1
weka.Bagging_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.Bagging_LADTree(1)_num-slots1
weka.LADTree(1)_B10

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
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4603
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.5509
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3143
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
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6915
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3952
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.829
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.6613[565.02776169467961012.8541257252805482.58056402979616913.39376464446721759.4501199261804]