DEVELOPMENT... OpenML
Run
107159

Run 107159

Task 3692 (Supervised Classification) disclosure_x_noise 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
0.4449
Per class
Build CPU time
0.9023
Build memory
1304674034.3928
F measure
0.4622
Per class
Kappa
-0.0754
KB relative information score
-55.0483
Mean absolute error
0.5416
Mean prior absolute error
0.5
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
0.4623
Per class
Predictive accuracy
0.4622
Prior entropy
1
Recall
0.4622
Per class
Relative absolute error
1.0833
Root mean prior squared error
0.5
Root mean squared error
0.6979
Root relative squared error
1.3958
SciMark benchmark
947.7459