DEVELOPMENT... OpenML
Run
21086

Run 21086

Task 7 (Supervised Classification) audiology Uploaded 18-06-2014 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)_I20
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
0.9573
Per class
F measure
0.8097
Per class
Kappa
0.7984
KB relative information score
164.6347
Mean absolute error
0.0147
Mean prior absolute error
0.0724
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7974
Per class
Predictive accuracy
0.8274
Prior entropy
3.6349
Recall
0.8274
Per class
Relative absolute error
0.2025
Root mean prior squared error
0.1893
Root mean squared error
0.1169
Root relative squared error
0.6175
SciMark benchmark
882.4676[568.5269216233569914.5490769257372475.52784454289576894.68939941059351559.0446190760135]