DEVELOPMENT... OpenML
Run
107125

Run 107125

Task 3640 (Supervised Classification) disclosure_x_bias 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)_I20
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
0.5144
Per class
Build CPU time
0.9563
Build memory
677197416.7976
F measure
0.5168
Per class
Kappa
0.0335
KB relative information score
20.9395
Mean absolute error
0.4829
Mean prior absolute error
0.4991
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
0.5176
Per class
Predictive accuracy
0.5166
Prior entropy
0.9987
Recall
0.5166
Per class
Relative absolute error
0.9675
Root mean prior squared error
0.4996
Root mean squared error
0.6545
Root relative squared error
1.3102
SciMark benchmark
911.2061