DEVELOPMENT... OpenML
Run
126534

Run 126534

Task 3601 (Supervised Classification) cpu_small 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
0.8613
Per class
Build CPU time
0.421
Build memory
954528934.0723
F measure
0.8848
Per class
Kappa
0.7217
KB relative information score
5056.9238
Mean absolute error
0.1698
Mean prior absolute error
0.4219
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8867
Per class
Predictive accuracy
0.8877
Prior entropy
0.8842
Recall
0.8877
Per class
Relative absolute error
0.4024
Root mean prior squared error
0.4593
Root mean squared error
0.3123
Root relative squared error
0.68
SciMark benchmark
908.8705