DEVELOPMENT... OpenML
Run
116771

Run 116771

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 09-12-2014 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)_I160
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
0.8673
Per class
Build CPU time
15.628
Build memory
628895385.0304
F measure
0.9887
Per class
Kappa
0.8181
KB relative information score
407.6718
Mean absolute error
0.0107
Mean prior absolute error
0.0672
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9889
Per class
Predictive accuracy
0.9893
Prior entropy
0.222
Recall
0.9893
Per class
Relative absolute error
0.1597
Root mean prior squared error
0.1812
Root mean squared error
0.1036
Root relative squared error
0.5717
SciMark benchmark
920.2874