DEVELOPMENT... OpenML
Run
11907

Run 11907

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)_I40
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
0.8855
Per class
F measure
0.811
Per class
Kappa
0.6172
KB relative information score
150.4959
Mean absolute error
0.2255
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.811
Per class
Predictive accuracy
0.8111
Prior entropy
0.9912
Recall
0.8111
Per class
Relative absolute error
0.4565
Root mean prior squared error
0.4969
Root mean squared error
0.3754
Root relative squared error
0.7554
SciMark benchmark
946.6768[566.12807181085051013.9200573100866482.14720472367435911.17140496421141760.0170946291457]