DEVELOPMENT... OpenML
Run
126346

Run 126346

Task 1780 (Supervised Classification) mfeat-karhunen 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
0.9733
Per class
Build CPU time
10.7151
Build memory
1787397807.2
F measure
0.925
Per class
Kappa
0.9163
KB relative information score
9226.744
Mean absolute error
0.0151
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9258
Per class
Predictive accuracy
0.9247
Prior entropy
3.3219
Recall
0.9247
Per class
Relative absolute error
0.0839
Root mean prior squared error
0.3
Root mean squared error
0.1204
Root relative squared error
0.4013
SciMark benchmark
943.5504