DEVELOPMENT... OpenML
Run
125310

Run 125310

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.6252
Per class
Build CPU time
0.0056
Build memory
3080995181.0469
F measure
0.3687
Per class
Kappa
0.1638
KB relative information score
124.8402
Mean absolute error
0.3271
Mean prior absolute error
0.3514
Number of instances
1024
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.31
Per class
Predictive accuracy
0.4609
Prior entropy
1.8507
Recall
0.4609
Per class
Relative absolute error
0.9306
Root mean prior squared error
0.4191
Root mean squared error
0.4096
Root relative squared error
0.9772
SciMark benchmark
943.2074