DEVELOPMENT... OpenML
Run
20627

Run 20627

Task 50 (Supervised Classification) heart-h Uploaded 18-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(1)_I80
weka.AdaBoostM1_LADTree(1)_P100
weka.AdaBoostM1_LADTree(1)_S1
weka.AdaBoostM1_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.LADTree(1)_B10

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
0.8437
Per class
F measure
0.8252
Per class
Kappa
0.6183
KB relative information score
166.2867
Mean absolute error
0.0712
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
0.8248
Per class
Predictive accuracy
0.8265
Prior entropy
1.0314
Recall
0.8265
Per class
Relative absolute error
0.3814
Root mean prior squared error
0.3037
Root mean squared error
0.2589
Root relative squared error
0.8526
SciMark benchmark
940.5297[557.9784646327125990.4677419388732483.0147548568529908.32989414330441762.8577294742872]