DEVELOPMENT... OpenML
Run
126799

Run 126799

Task 3905 (Supervised Classification) mc2 Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_NaiveBayes(2)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(2)_I40
weka.AdaBoostM1_NaiveBayes(2)_P100
weka.AdaBoostM1_NaiveBayes(2)_S1
weka.AdaBoostM1_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.7055
Per class
Build CPU time
0.1031
Build memory
1501640264.5466
F measure
0.7
Per class
Kappa
0.3008
KB relative information score
35.8381
Mean absolute error
0.3344
Mean prior absolute error
0.4381
Number of instances
161
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6966
Per class
Predictive accuracy
0.7081
Prior entropy
0.9099
Recall
0.7081
Per class
Relative absolute error
0.7632
Root mean prior squared error
0.4676
Root mean squared error
0.4539
Root relative squared error
0.9706
SciMark benchmark
943.2074

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