DEVELOPMENT... OpenML
Run
127650

Run 127650

Task 3492 (Supervised Classification) monks-problems-1 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
0.7192
Per class
Build CPU time
0.0105
Build memory
430875946.8201
F measure
0.7182
Per class
Kappa
0.464
KB relative information score
176.211
Mean absolute error
0.3507
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7885
Per class
Predictive accuracy
0.732
Prior entropy
1
Recall
0.732
Per class
Relative absolute error
0.7013
Root mean prior squared error
0.5
Root mean squared error
0.4235
Root relative squared error
0.8471
SciMark benchmark
929.5397