DEVELOPMENT... OpenML
Run
125492

Run 125492

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.7863
Per class
Build CPU time
0.236
Build memory
3057196964.8
F measure
0.7188
Per class
Kappa
0.4169
KB relative information score
187.8206
Mean absolute error
0.3043
Mean prior absolute error
0.4839
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7183
Per class
Predictive accuracy
0.72
Prior entropy
0.9767
Recall
0.72
Per class
Relative absolute error
0.6289
Root mean prior squared error
0.4918
Root mean squared error
0.447
Root relative squared error
0.9088
SciMark benchmark
943.2074