DEVELOPMENT... OpenML
Run
125318

Run 125318

Task 3583 (Supervised Classification) rmftsa_ladata 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
0.9263
Per class
Build CPU time
0.0876
Build memory
1581527234.0945
F measure
0.86
Per class
Kappa
0.7152
KB relative information score
342.8322
Mean absolute error
0.1645
Mean prior absolute error
0.4921
Number of instances
508
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.86
Per class
Predictive accuracy
0.8602
Prior entropy
0.9886
Recall
0.8602
Per class
Relative absolute error
0.3342
Root mean prior squared error
0.496
Root mean squared error
0.3272
Root relative squared error
0.6597
SciMark benchmark
943.5504