DEVELOPMENT... OpenML
Run
16748

Run 16748

Task 58 (Supervised Classification) waveform-5000 Uploaded 05-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(1)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(1)_I40
weka.AdaBoostM1_BFTree(1)_P100
weka.AdaBoostM1_BFTree(1)_S1
weka.AdaBoostM1_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9284
Per class
F measure
0.8413
Per class
Kappa
0.7624
KB relative information score
3913.9876
Mean absolute error
0.1061
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8418
Per class
Predictive accuracy
0.8416
Prior entropy
1.5849
Recall
0.8416
Per class
Relative absolute error
0.2387
Root mean prior squared error
0.4714
Root mean squared error
0.3182
Root relative squared error
0.6751
SciMark benchmark
937.42[570.01329170471311012.3220633477529439.87784953379895907.70082742804311757.1857345400422]