DEVELOPMENT... OpenML
Run
126516

Run 126516

Task 3580 (Supervised Classification) fruitfly 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)_I40
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
0.4603
Per class
Build CPU time
0.003
Build memory
1622743581.504
F measure
0.504
Per class
Kappa
-0.0437
KB relative information score
-4.3748
Mean absolute error
0.4876
Mean prior absolute error
0.477
Number of instances
125
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.498
Per class
Predictive accuracy
0.544
Prior entropy
0.9671
Recall
0.544
Per class
Relative absolute error
1.0222
Root mean prior squared error
0.4882
Root mean squared error
0.5161
Root relative squared error
1.0571
SciMark benchmark
937.9119