DEVELOPMENT... OpenML
Run
108151

Run 108151

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(2)_I80
weka.AdaBoostM1_BFTree(2)_P100
weka.AdaBoostM1_BFTree(2)_S1
weka.AdaBoostM1_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1

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
0.8811
Per class
Build CPU time
2.1026
Build memory
1852959659.9916
F measure
0.9407
Per class
Kappa
0.7438
KB relative information score
321.1432
Mean absolute error
0.059
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9403
Per class
Predictive accuracy
0.9411
Prior entropy
0.5744
Recall
0.9411
Per class
Relative absolute error
0.2516
Root mean prior squared error
0.3414
Root mean squared error
0.2428
Root relative squared error
0.7111
SciMark benchmark
899.2335