DEVELOPMENT... OpenML
Run
106476

Run 106476

Task 3500 (Supervised Classification) squash-unstored 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)_I10
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
0.8649
Per class
Build CPU time
0.1132
Build memory
620258904.9231
F measure
0.7804
Per class
Kappa
0.6176
KB relative information score
29.2269
Mean absolute error
0.1553
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7817
Per class
Predictive accuracy
0.7885
Prior entropy
1.3486
Recall
0.7885
Per class
Relative absolute error
0.4062
Root mean prior squared error
0.4353
Root mean squared error
0.3695
Root relative squared error
0.849
SciMark benchmark
921.4443

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