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Run
22334

Run 22334

Task 48 (Supervised Classification) heart-c Uploaded 21-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(1)_I20
weka.AdaBoostM1_J48(1)_P100
weka.AdaBoostM1_J48(1)_S1
weka.AdaBoostM1_J48(1)_Wweka.classifiers.trees.J48
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.854
Per class
F measure
0.7986
Per class
Kappa
0.5939
KB relative information score
172.1332
Mean absolute error
0.0785
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
0.7986
Per class
Predictive accuracy
0.7987
Prior entropy
1.0792
Recall
0.7987
Per class
Relative absolute error
0.3919
Root mean prior squared error
0.315
Root mean squared error
0.2736
Root relative squared error
0.8684
SciMark benchmark
946.012[565.02776169467961014.1868590421574483.0147548568529914.03074966105571753.799996626104]