DEVELOPMENT... OpenML
Run
107803

Run 107803

Task 3765 (Supervised Classification) sleuth_case2002 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
0.6268
Per class
Build CPU time
0.3255
Build memory
1026051579.9728
F measure
0.5555
Per class
Kappa
0.1071
KB relative information score
20.7023
Mean absolute error
0.4266
Mean prior absolute error
0.4982
Number of instances
147
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5557
Per class
Predictive accuracy
0.5578
Prior entropy
0.9974
Recall
0.5578
Per class
Relative absolute error
0.8563
Root mean prior squared error
0.4991
Root mean squared error
0.6209
Root relative squared error
1.2441
SciMark benchmark
940.9619