DEVELOPMENT... OpenML
Run
117869

Run 117869

Task 3863 (Supervised Classification) hypothyroid 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
0.9924
Per class
Build CPU time
31.5131
Build memory
208286667.2238
F measure
0.9971
Per class
Kappa
0.9796
KB relative information score
3657.5795
Mean absolute error
0.0029
Mean prior absolute error
0.1426
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9971
Per class
Predictive accuracy
0.9971
Prior entropy
0.3928
Recall
0.9971
Per class
Relative absolute error
0.0205
Root mean prior squared error
0.2668
Root mean squared error
0.054
Root relative squared error
0.2024
SciMark benchmark
942.5053