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Run
22889

Run 22889

Task 48 (Supervised Classification) heart-c Uploaded 23-06-2014 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)_I80
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
0.8299
Per class
F measure
0.8112
Per class
Kappa
0.6187
KB relative information score
178.8349
Mean absolute error
0.0737
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.812
Per class
Predictive accuracy
0.8119
Prior entropy
1.0792
Recall
0.8119
Per class
Relative absolute error
0.3679
Root mean prior squared error
0.315
Root mean squared error
0.2691
Root relative squared error
0.8544
SciMark benchmark
902.2003[541.01757207906621012.3220633477529473.2224763010988907.38665814554741577.0526249164507]