DEVELOPMENT... OpenML
Run
116920

Run 116920

Task 237 (Supervised Classification) audiology 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
0.8237
Per class
Build CPU time
27.831
Build memory
1179700648
F measure
0.5975
Per class
Kappa
0.5855
KB relative information score
41.0268
Mean absolute error
0.03
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5886
Per class
Predictive accuracy
0.6351
Prior entropy
3.6349
Recall
0.6351
Per class
Relative absolute error
0.4076
Root mean prior squared error
0.1925
Root mean squared error
0.1724
Root relative squared error
0.8954
SciMark benchmark
937.9603