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Run
23478

Run 23478

Task 35 (Supervised Classification) dermatology Uploaded 25-06-2014 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)_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
0.9676
Per class
F measure
0.9299
Per class
Kappa
0.9112
KB relative information score
333.1536
Mean absolute error
0.0237
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9322
Per class
Predictive accuracy
0.929
Prior entropy
2.4378
Recall
0.929
Per class
Relative absolute error
0.0889
Root mean prior squared error
0.3649
Root mean squared error
0.1539
Root relative squared error
0.4217
SciMark benchmark
905.0051[554.0789831458634986.4115567011403474.8968876378323884.72492328321121624.9131907636126]