DEVELOPMENT... OpenML
Run
127545

Run 127545

Task 1785 (Supervised Classification) car 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
0.9784
Per class
Build CPU time
0.0273
Build memory
2029754004.8
F measure
0.8978
Per class
Kappa
0.7775
KB relative information score
6541.9187
Mean absolute error
0.0594
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8981
Per class
Predictive accuracy
0.8983
Prior entropy
1.2099
Recall
0.8983
Per class
Relative absolute error
0.2594
Root mean prior squared error
0.3381
Root mean squared error
0.1928
Root relative squared error
0.5703
SciMark benchmark
937.9119