DEVELOPMENT... OpenML
Run
127639

Run 127639

Task 3058 (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)_I10
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
0.6618
Per class
Build CPU time
0.008
Build memory
149377192
F measure
0.412
Per class
Kappa
0.2006
KB relative information score
11.5484
Mean absolute error
0.3164
Mean prior absolute error
0.3627
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4632
Per class
Predictive accuracy
0.4118
Prior entropy
1.9281
Recall
0.4118
Per class
Relative absolute error
0.8725
Root mean prior squared error
0.425
Root mean squared error
0.4417
Root relative squared error
1.0391
SciMark benchmark
929.5397