Run
9068

Run 9068

Task 37 (Supervised Classification) diabetes Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_DecisionStump(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_DecisionStump(1)_I160
weka.AdaBoostM1_DecisionStump(1)_P100
weka.AdaBoostM1_DecisionStump(1)_S1
weka.AdaBoostM1_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4385
Cross-validation details (10-fold Crossvalidation)
KB relative information score
277.0021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2907
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
0.7479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4068
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8535
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.7793[561.39059440769631014.9881711071126484.1035797902428909.2750179897271769.1393263693276]