DEVELOPMENT... OpenML
Run
127903

Run 127903

Task 3797 (Supervised Classification) socmob 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
0.946
Per class
Build CPU time
0.022
Build memory
509321110.8097
F measure
0.9248
Per class
Kappa
0.7738
KB relative information score
836.3162
Mean absolute error
0.0866
Mean prior absolute error
0.3451
Number of instances
1156
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9286
Per class
Predictive accuracy
0.9282
Prior entropy
0.7637
Recall
0.9282
Per class
Relative absolute error
0.2509
Root mean prior squared error
0.4152
Root mean squared error
0.2424
Root relative squared error
0.5839
SciMark benchmark
908.8705