Run
21602

Run 21602

Task 37 (Supervised Classification) diabetes Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_OneR(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_OneR(1)_I160
weka.AdaBoostM1_OneR(1)_P100
weka.AdaBoostM1_OneR(1)_S1
weka.AdaBoostM1_OneR(1)_Wweka.classifiers.rules.OneR
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
0.7368
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
232.3889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3048
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
0.6984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.6992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6706
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1166
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.8336[567.23271965926381013.9200573100866482.36378704342826914.03074966105571756.6205822745662]