Run
21736

Run 21736

Task 5 (Supervised Classification) arrhythmia Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(1)_I160
weka.AdaBoostM1_RandomTree(1)_P100
weka.AdaBoostM1_RandomTree(1)_S1
weka.AdaBoostM1_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5447
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.5717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0564
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
0.5498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5487
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.5487
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1546
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.1666[551.2770610219355991.4869906846154469.9088768785109893.16519187739221724.9947960085244]