DEVELOPMENT... OpenML
Run
106563

Run 106563

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.8918
Per class
Build CPU time
0.2449
Build memory
1613744103.2
F measure
0.9277
Per class
Kappa
0.6579
KB relative information score
247.9302
Mean absolute error
0.0749
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9269
Per class
Predictive accuracy
0.9289
Prior entropy
0.5405
Recall
0.9289
Per class
Relative absolute error
0.3472
Root mean prior squared error
0.3275
Root mean squared error
0.2634
Root relative squared error
0.8043
SciMark benchmark
933.9589