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Run
19133

Run 19133

Task 48 (Supervised Classification) heart-c Uploaded 12-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_NaiveBayes(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_NaiveBayes(1)_I10
weka.AdaBoostM1_NaiveBayes(1)_P100
weka.AdaBoostM1_NaiveBayes(1)_S1
weka.AdaBoostM1_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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
0.8677
Per class
F measure
0.8312
Per class
Kappa
0.6593
KB relative information score
148.0803
Mean absolute error
0.1024
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
0.8317
Per class
Predictive accuracy
0.8317
Prior entropy
1.0792
Recall
0.8317
Per class
Relative absolute error
0.5111
Root mean prior squared error
0.315
Root mean squared error
0.2286
Root relative squared error
0.7258
SciMark benchmark
902.7546[541.1854213968473912.8161782501761468.67825222527443884.42645472616971706.6666412353518]