DEVELOPMENT... OpenML
Run
125367

Run 125367

Task 3638 (Supervised Classification) quake 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
0.5129
Per class
Build CPU time
0.0686
Build memory
1227254867.3388
F measure
0.4589
Per class
Kappa
0.0184
KB relative information score
8.0625
Mean absolute error
0.4924
Mean prior absolute error
0.4939
Number of instances
2178
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5297
Per class
Predictive accuracy
0.5537
Prior entropy
0.9912
Recall
0.5537
Per class
Relative absolute error
0.9969
Root mean prior squared error
0.497
Root mean squared error
0.4975
Root relative squared error
1.001
SciMark benchmark
943.5504