DEVELOPMENT... OpenML
Run
125939

Run 125939

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.7997
Per class
Build CPU time
0.0117
Build memory
1097222221.6
F measure
0.7164
Per class
Kappa
0.421
KB relative information score
77.8201
Mean absolute error
0.3507
Mean prior absolute error
0.4919
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7189
Per class
Predictive accuracy
0.72
Prior entropy
0.9883
Recall
0.72
Per class
Relative absolute error
0.713
Root mean prior squared error
0.4959
Root mean squared error
0.4312
Root relative squared error
0.8696
SciMark benchmark
908.8705