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Run
22871

Run 22871

Task 48 (Supervised Classification) heart-c Uploaded 23-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(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_IBk(1)_I20
weka.AdaBoostM1_IBk(1)_P100
weka.AdaBoostM1_IBk(1)_S1
weka.AdaBoostM1_IBk(1)_Wweka.classifiers.lazy.IBk
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.7626
Per class
F measure
0.7683
Per class
Kappa
0.532
KB relative information score
148.467
Mean absolute error
0.0965
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
0.7686
Per class
Predictive accuracy
0.769
Prior entropy
1.0792
Recall
0.769
Per class
Relative absolute error
0.4816
Root mean prior squared error
0.315
Root mean squared error
0.3013
Root relative squared error
0.9566
SciMark benchmark
943.048[562.11430287262971012.0561783624415480.63640330884147905.5060508708661754.9271701211055]