Run
24234

Run 24234

Task 5 (Supervised Classification) arrhythmia Uploaded 03-07-2014 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)_I80
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
0.6536
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
144.2247
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0565
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
0.6605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1554
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
844.6021[344.4392960754984900.8671567092567458.080963179537863.16754864735731656.4553979596903]