DEVELOPMENT... OpenML
Run
105420

Run 105420

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_ADTree(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.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_I10
weka.AdaBoostM1_ADTree(2)_P100
weka.AdaBoostM1_ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_Wweka.classifiers.trees.ADTree

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
0.9613
Per class
Build CPU time
0.0717
Build memory
114537264.8084
F measure
0.9345
Per class
Kappa
0.7064
KB relative information score
306.4736
Mean absolute error
0.062
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
0.9343
Per class
Predictive accuracy
0.9347
Prior entropy
0.5574
Recall
0.9347
Per class
Relative absolute error
0.2757
Root mean prior squared error
0.3346
Root mean squared error
0.2188
Root relative squared error
0.6541
SciMark benchmark
902.0906