DEVELOPMENT... OpenML
Run
126192

Run 126192

Task 3885 (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)_I80
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
0.9627
Per class
Build CPU time
6.6106
Build memory
1511978836
F measure
0.9888
Per class
Kappa
0.9366
KB relative information score
1830.7948
Mean absolute error
0.0116
Mean prior absolute error
0.1803
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
0.989
Per class
Predictive accuracy
0.989
Prior entropy
0.4703
Recall
0.989
Per class
Relative absolute error
0.0646
Root mean prior squared error
0.3
Root mean squared error
0.1041
Root relative squared error
0.3471
SciMark benchmark
943.5504