DEVELOPMENT... OpenML
Run
106920

Run 106920

Task 288 (Supervised Classification) waveform-5000 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
0.9391
Per class
Build CPU time
28.954
Build memory
1766143296
F measure
0.821
Per class
Kappa
0.7318
KB relative information score
1249.3627
Mean absolute error
0.1189
Mean prior absolute error
0.4444
Number of instances
1650
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8211
Per class
Predictive accuracy
0.8212
Prior entropy
1.5849
Recall
0.8212
Per class
Relative absolute error
0.2674
Root mean prior squared error
0.4714
Root mean squared error
0.3322
Root relative squared error
0.7047
SciMark benchmark
943.521