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Run
24457

Run 24457

Task 57 (Supervised Classification) ionosphere Uploaded 10-07-2014 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)_I80
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
0.9397
Per class
F measure
0.9175
Per class
Kappa
0.8208
KB relative information score
275.2674
Mean absolute error
0.0996
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9175
Per class
Predictive accuracy
0.9174
Prior entropy
0.9425
Recall
0.9174
Per class
Relative absolute error
0.2164
Root mean prior squared error
0.4797
Root mean squared error
0.2671
Root relative squared error
0.5568
SciMark benchmark
596.2835[346.62969346604035901.710410533442243.81057111155755524.7077858443687964.5590993172744]