Run
14531

Run 14531

Task 5 (Supervised Classification) arrhythmia Uploaded 23-05-2014 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)_I10
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
0.6129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4406
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-31.9833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1079
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
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
0.3814
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.5531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2309
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1235
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
934.2267[567.4172322112764939.5198054097925483.88543266528814911.17132945493631769.1394630054465]