DEVELOPMENT... OpenML
Run
18678

Run 18678

Task 48 (Supervised Classification) heart-c Uploaded 11-06-2014 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)_I10
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
0.8351
Per class
F measure
0.7524
Per class
Kappa
0.5007
KB relative information score
145.2759
Mean absolute error
0.0977
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
0.7523
Per class
Predictive accuracy
0.7525
Prior entropy
1.0792
Recall
0.7525
Per class
Relative absolute error
0.4875
Root mean prior squared error
0.315
Root mean squared error
0.2914
Root relative squared error
0.925
SciMark benchmark
944.9387[562.83983636088461013.1204302006943481.9307652369574903.94479785969181762.8577294742872]