DEVELOPMENT... OpenML
Run
17913

Run 17913

Task 7 (Supervised Classification) audiology Uploaded 09-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_J48(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.MultiBoostAB_J48(1)_C3
weka.MultiBoostAB_J48(1)_I80
weka.MultiBoostAB_J48(1)_P100
weka.MultiBoostAB_J48(1)_S1
weka.MultiBoostAB_J48(1)_Wweka.classifiers.trees.J48

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
0.9251
Per class
F measure
0.8407
Per class
Kappa
0.8299
KB relative information score
173.2912
Mean absolute error
0.0123
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
0.8354
Per class
Predictive accuracy
0.854
Prior entropy
3.6349
Recall
0.854
Per class
Relative absolute error
0.17
Root mean prior squared error
0.1893
Root mean squared error
0.1105
Root relative squared error
0.5839
SciMark benchmark
935.5719[566.1281156198271995.8423494929701475.52784454289576900.52902369517021739.832252158097]