DEVELOPMENT... OpenML
Run
18472

Run 18472

Task 50 (Supervised Classification) heart-h Uploaded 10-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(1)_I40
weka.AdaBoostM1_BFTree(1)_P100
weka.AdaBoostM1_BFTree(1)_S1
weka.AdaBoostM1_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1

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
0.8128
Per class
F measure
0.7803
Per class
Kappa
0.52
KB relative information score
142.7231
Mean absolute error
0.0864
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
0.7795
Per class
Predictive accuracy
0.7823
Prior entropy
1.0314
Recall
0.7823
Per class
Relative absolute error
0.4625
Root mean prior squared error
0.3037
Root mean squared error
0.2886
Root relative squared error
0.9504
SciMark benchmark
936.8567[556.90953288490741007.294835592371480.2065271424506901.14818569603221738.7243798011214]