DEVELOPMENT... OpenML
Run
24234

Run 24234

Task 5 (Supervised Classification) arrhythmia Uploaded 03-07-2014 by Felicia West
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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
F measure
0.5447
Per class
Kappa
0.3119
KB relative information score
144.2247
Mean absolute error
0.0565
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5498
Per class
Predictive accuracy
0.5487
Prior entropy
2.5222
Recall
0.5487
Per class
Relative absolute error
0.6605
Root mean prior squared error
0.2055
Root mean squared error
0.2374
Root relative squared error
1.1554
SciMark benchmark
844.6021[344.4392960754984900.8671567092567458.080963179537863.16754864735731656.4553979596903]