DEVELOPMENT... OpenML
Run
117175

Run 117175

Task 3633 (Supervised Classification) analcatdata_apnea1 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)_I80
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
0.9271
Per class
Build CPU time
1.8037
Build memory
249334099.3684
F measure
0.925
Per class
Kappa
0.6589
KB relative information score
273.9205
Mean absolute error
0.0721
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
0.924
Per class
Predictive accuracy
0.9263
Prior entropy
0.5574
Recall
0.9263
Per class
Relative absolute error
0.3202
Root mean prior squared error
0.3346
Root mean squared error
0.2577
Root relative squared error
0.7703
SciMark benchmark
937.9603