DEVELOPMENT... OpenML
Run
126456

Run 126456

Task 3497 (Supervised Classification) grub-damage 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
0.6753
Per class
Build CPU time
0.0055
Build memory
529508306.2194
F measure
0.5073
Per class
Kappa
0.3274
KB relative information score
27.3543
Mean absolute error
0.337
Mean prior absolute error
0.3638
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5098
Per class
Predictive accuracy
0.5097
Prior entropy
1.9281
Recall
0.5097
Per class
Relative absolute error
0.9263
Root mean prior squared error
0.4263
Root mean squared error
0.4056
Root relative squared error
0.9515
SciMark benchmark
929.5397