DEVELOPMENT... OpenML
Run
16591

Run 16591

Task 5 (Supervised Classification) arrhythmia Uploaded 04-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_RandomTree(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_RandomTree(1)_C3
weka.MultiBoostAB_RandomTree(1)_I20
weka.MultiBoostAB_RandomTree(1)_P100
weka.MultiBoostAB_RandomTree(1)_S1
weka.MultiBoostAB_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
0.6619
Per class
F measure
0.5458
Per class
Kappa
0.3132
KB relative information score
145.1418
Mean absolute error
0.0564
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
0.5521
Per class
Predictive accuracy
0.5487
Prior entropy
2.5222
Recall
0.5487
Per class
Relative absolute error
0.6598
Root mean prior squared error
0.2055
Root mean squared error
0.2372
Root relative squared error
1.1543
SciMark benchmark
943.7482[563.38522762117461011.7904963405887476.37171629653386913.39368876640651753.799996626104]