DEVELOPMENT... OpenML
Run
106567

Run 106567

Task 3633 (Supervised Classification) analcatdata_apnea1 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)_I10
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
0.9068
Per class
Build CPU time
0.3226
Build memory
83314797.2042
F measure
0.9317
Per class
Kappa
0.6904
KB relative information score
295.2765
Mean absolute error
0.0658
Mean prior absolute error
0.225
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
0.9309
Per class
Predictive accuracy
0.9326
Prior entropy
0.5574
Recall
0.9326
Per class
Relative absolute error
0.2926
Root mean prior squared error
0.3346
Root mean squared error
0.2467
Root relative squared error
0.7373
SciMark benchmark
938.8854