DEVELOPMENT... OpenML
Run
8878

Run 8878

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(1)_I80
weka.AdaBoostM1_DecisionStump(1)_P100
weka.AdaBoostM1_DecisionStump(1)_S1
weka.AdaBoostM1_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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.

17 Evaluation measures

Area under ROC curve
0.8831
Per class
F measure
0.7998
Per class
Kappa
0.5943
KB relative information score
151.1689
Mean absolute error
0.2226
Mean prior absolute error
0.4939
Number of instances
270
Per class
Precision
0.7997
Per class
Predictive accuracy
0.8
Prior entropy
0.9912
Recall
0.8
Per class
Relative absolute error
0.4508
Root mean prior squared error
0.4969
Root mean squared error
0.3828
Root relative squared error
0.7704

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