DEVELOPMENT... OpenML
Run
125506

Run 125506

Task 3799 (Supervised Classification) fri_c3_500_10 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)_I160
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
0.6511
Per class
Build CPU time
0.0169
Build memory
441568231.2
F measure
0.6445
Per class
Kappa
0.2824
KB relative information score
78.7694
Mean absolute error
0.4284
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6464
Per class
Predictive accuracy
0.648
Prior entropy
0.9945
Recall
0.648
Per class
Relative absolute error
0.8635
Root mean prior squared error
0.4981
Root mean squared error
0.4765
Root relative squared error
0.9567
SciMark benchmark
909.5718

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