DEVELOPMENT... OpenML
Run
107826

Run 107826

Task 3794 (Supervised Classification) disclosure_z Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(2)_I40
weka.AdaBoostM1_BFTree(2)_P100
weka.AdaBoostM1_BFTree(2)_S1
weka.AdaBoostM1_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1

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
0.512
Per class
Build CPU time
1.7398
Build memory
1963070272.7009
F measure
0.4741
Per class
Kappa
-0.0548
KB relative information score
-19.023
Mean absolute error
0.5103
Mean prior absolute error
0.4987
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.474
Per class
Predictive accuracy
0.4743
Prior entropy
0.9981
Recall
0.4743
Per class
Relative absolute error
1.0233
Root mean prior squared error
0.4993
Root mean squared error
0.6915
Root relative squared error
1.3849
SciMark benchmark
939.6177

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