DEVELOPMENT... OpenML
Run
127389

Run 127389

Task 3888 (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)_I20
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
0.7372
Per class
Build CPU time
0.0103
Build memory
921510439.071
F measure
0.726
Per class
Kappa
0.3755
KB relative information score
47.2074
Mean absolute error
0.2884
Mean prior absolute error
0.4332
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
0.7308
Per class
Predictive accuracy
0.7226
Prior entropy
0.9027
Recall
0.7226
Per class
Relative absolute error
0.6658
Root mean prior squared error
0.465
Root mean squared error
0.4736
Root relative squared error
1.0185
SciMark benchmark
937.9119