DEVELOPMENT... OpenML
Run
108337

Run 108337

Task 3848 (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)_I80
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
0.7939
Per class
Build CPU time
0.486
Build memory
1768990914.6154
F measure
0.7881
Per class
Kappa
0.5731
KB relative information score
28.8967
Mean absolute error
0.2201
Mean prior absolute error
0.4972
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
0.7883
Per class
Predictive accuracy
0.7885
Prior entropy
0.996
Recall
0.7885
Per class
Relative absolute error
0.4428
Root mean prior squared error
0.4985
Root mean squared error
0.4598
Root relative squared error
0.9223
SciMark benchmark
942.6219