DEVELOPMENT... OpenML
Run
7093

Run 7093

Task 50 (Supervised Classification) heart-h Uploaded 21-05-2014 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
0.8947
Per class
F measure
0.821
Per class
Kappa
0.6084
KB relative information score
144.6918
Mean absolute error
0.0892
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.821
Per class
Predictive accuracy
0.8231
Prior entropy
1.0314
Recall
0.8231
Per class
Relative absolute error
0.4778
Root mean prior squared error
0.3037
Root mean squared error
0.227
Root relative squared error
0.7475
SciMark benchmark
946.4653[560.66879002876651016.0585376856843484.54051677983614909.90626928802961761.152276377127]