DEVELOPMENT... OpenML
Run
117668

Run 117668

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I40
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.959
Per class
Build CPU time
1.105
Build memory
393290952.5221
F measure
0.9407
Per class
Kappa
0.7438
KB relative information score
324.3487
Mean absolute error
0.0582
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
0.2486
Root mean prior squared error
0.3414
Root mean squared error
0.2258
Root relative squared error
0.6614
SciMark benchmark
902.712