DEVELOPMENT... OpenML
Run
127797

Run 127797

Task 3675 (Supervised Classification) pbc 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
0.7573
Per class
Build CPU time
0.025
Build memory
1159861518.1818
F measure
0.6968
Per class
Kappa
0.39
KB relative information score
127.0906
Mean absolute error
0.3542
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6988
Per class
Predictive accuracy
0.6962
Prior entropy
0.9928
Recall
0.6962
Per class
Relative absolute error
0.7156
Root mean prior squared error
0.4975
Root mean squared error
0.4527
Root relative squared error
0.9099
SciMark benchmark
908.8705