DEVELOPMENT... OpenML
Run
125278

Run 125278

Task 3540 (Supervised Classification) analcatdata_boxing1 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
0.8446
Per class
Build CPU time
0.0079
Build memory
1725172666.4
F measure
0.7756
Per class
Kappa
0.5082
KB relative information score
62.8363
Mean absolute error
0.2062
Mean prior absolute error
0.4557
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7763
Per class
Predictive accuracy
0.775
Prior entropy
0.9362
Recall
0.775
Per class
Relative absolute error
0.4524
Root mean prior squared error
0.477
Root mean squared error
0.4183
Root relative squared error
0.8771
SciMark benchmark
943.5504