DEVELOPMENT... OpenML
Run
127132

Run 127132

Task 3605 (Supervised Classification) sleep 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)_I20
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
0.7936
Per class
Build CPU time
0.0012
Build memory
970235160
F measure
0.6336
Per class
Kappa
0.2977
KB relative information score
19.9586
Mean absolute error
0.3367
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7002
Per class
Predictive accuracy
0.6613
Prior entropy
0.9972
Recall
0.6613
Per class
Relative absolute error
0.6762
Root mean prior squared error
0.499
Root mean squared error
0.5643
Root relative squared error
1.1309
SciMark benchmark
943.2074