DEVELOPMENT... OpenML
Run
127308

Run 127308

Task 3800 (Supervised Classification) fri_c3_500_50 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)_I20
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
0.6796
Per class
Build CPU time
0.2709
Build memory
1044136924.8
F measure
0.6499
Per class
Kappa
0.2857
KB relative information score
106.8819
Mean absolute error
0.3909
Mean prior absolute error
0.4918
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
0.6495
Per class
Predictive accuracy
0.652
Prior entropy
0.9882
Recall
0.652
Per class
Relative absolute error
0.7948
Root mean prior squared error
0.4959
Root mean squared error
0.5081
Root relative squared error
1.0245
SciMark benchmark
908.8705