DEVELOPMENT... OpenML
Run
125603

Run 125603

Task 3907 (Supervised Classification) mc1 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)_I160
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
0.8509
Per class
Build CPU time
1.5182
Build memory
889763162.4661
F measure
0.9648
Per class
Kappa
0.1219
KB relative information score
-448458.5171
Mean absolute error
0.1072
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9903
Per class
Predictive accuracy
0.9436
Prior entropy
0.0622
Recall
0.9436
Per class
Relative absolute error
7.4606
Root mean prior squared error
0.0845
Root mean squared error
0.2286
Root relative squared error
2.7071
SciMark benchmark
943.2074