DEVELOPMENT... OpenML
Run
19461

Run 19461

Task 5 (Supervised Classification) arrhythmia Uploaded 14-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(1)_I160
weka.AdaBoostM1_LMT(1)_P100
weka.AdaBoostM1_LMT(1)_S1
weka.AdaBoostM1_LMT(1)_Wweka.classifiers.trees.LMT
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.78
Per class
F measure
0.6928
Per class
Kappa
0.549
KB relative information score
233.9036
Mean absolute error
0.0366
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
0.6843
Per class
Predictive accuracy
0.708
Prior entropy
2.5222
Recall
0.708
Per class
Relative absolute error
0.4275
Root mean prior squared error
0.2055
Root mean squared error
0.1908
Root relative squared error
0.9284
SciMark benchmark
942.8401[558.33570187255211010.9942233373424480.8517328185388904.56866745157771759.4502550697425]