DEVELOPMENT... OpenML
Run
6579

Run 6579

Task 48 (Supervised Classification) heart-c Uploaded 15-05-2014 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)_I10
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.

19 Evaluation measures

Area under ROC curve
0.8892
Per class
F measure
0.8117
Per class
Kappa
0.6201
KB relative information score
142.1622
Mean absolute error
0.1049
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
0.8117
Per class
Predictive accuracy
0.8119
Prior entropy
1.0792
Recall
0.8119
Per class
Relative absolute error
0.5237
Root mean prior squared error
0.315
Root mean squared error
0.2285
Root relative squared error
0.7255
SciMark benchmark
946.1618[564.84475602395331013.3868112175512484.1035797902428909.59049649383251758.8835103978397]