DEVELOPMENT... OpenML
Run
125580

Run 125580

Task 3876 (Supervised Classification) analcatdata_challenger 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)_I160
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
0.5439
Per class
Build CPU time
0.0082
Build memory
126294689.3913
F measure
0.8923
Per class
Kappa
-0.0337
KB relative information score
-52.9652
Mean absolute error
0.1193
Mean prior absolute error
0.1273
Number of instances
138
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8725
Per class
Predictive accuracy
0.913
Prior entropy
0.3712
Recall
0.913
Per class
Relative absolute error
0.9366
Root mean prior squared error
0.247
Root mean squared error
0.2627
Root relative squared error
1.0636
SciMark benchmark
909.5718