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Run
19881

Run 19881

Task 37 (Supervised Classification) diabetes Uploaded 17-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(1)_I40
weka.AdaBoostM1_LADTree(1)_P100
weka.AdaBoostM1_LADTree(1)_S1
weka.AdaBoostM1_LADTree(1)_Wweka.classifiers.trees.LADTree
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
0.801
Per class
F measure
0.7479
Per class
Kappa
0.4436
KB relative information score
301.5677
Mean absolute error
0.2673
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
0.7472
Per class
Predictive accuracy
0.7487
Prior entropy
0.9335
Recall
0.7487
Per class
Relative absolute error
0.5882
Root mean prior squared error
0.4766
Root mean squared error
0.4589
Root relative squared error
0.9627
SciMark benchmark
927.722[539.6783970507623993.7880338188492473.2224763010988908.01528932595751723.9057332468865]