DEVELOPMENT... OpenML
Run
127781

Run 127781

Task 3654 (Supervised Classification) fri_c1_100_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)_I10
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
0.7079
Per class
Build CPU time
0.0078
Build memory
1200063184
F measure
0.6777
Per class
Kappa
0.353
KB relative information score
28.762
Mean absolute error
0.3624
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6803
Per class
Predictive accuracy
0.68
Prior entropy
0.9975
Recall
0.68
Per class
Relative absolute error
0.7274
Root mean prior squared error
0.4991
Root mean squared error
0.4895
Root relative squared error
0.9807
SciMark benchmark
929.5397