DEVELOPMENT... OpenML
Run
24713

Run 24713

Task 55 (Supervised Classification) vote Uploaded 15-07-2014 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
0.9747
Per class
F measure
0.9541
Per class
Kappa
0.9032
KB relative information score
386.4375
Mean absolute error
0.0538
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9542
Per class
Predictive accuracy
0.954
Prior entropy
0.9627
Recall
0.954
Per class
Relative absolute error
0.1134
Root mean prior squared error
0.4869
Root mean squared error
0.1983
Root relative squared error
0.4073
SciMark benchmark
597.0417[345.80503341662984897.5104523694699263.3011111996815520.1269880637441958.4649661650362]