DEVELOPMENT... OpenML
Run
127447

Run 127447

Task 20 (Supervised Classification) mfeat-pixel 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
0.9938
Per class
Build CPU time
3.8862
Build memory
725367836
F measure
0.9355
Per class
Kappa
0.9289
KB relative information score
1874.4477
Mean absolute error
0.0127
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9366
Per class
Predictive accuracy
0.936
Prior entropy
3.3219
Recall
0.936
Per class
Relative absolute error
0.0708
Root mean prior squared error
0.3
Root mean squared error
0.1058
Root relative squared error
0.3526
SciMark benchmark
929.5397