DEVELOPMENT... OpenML
Run
21891

Run 21891

Task 7 (Supervised Classification) audiology Uploaded 20-06-2014 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)_I20
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
0.9434
Per class
F measure
0.8303
Per class
Kappa
0.8194
KB relative information score
173.8591
Mean absolute error
0.0124
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
0.8296
Per class
Predictive accuracy
0.8451
Prior entropy
3.6349
Recall
0.8451
Per class
Relative absolute error
0.1718
Root mean prior squared error
0.1893
Root mean squared error
0.109
Root relative squared error
0.5758
SciMark benchmark
945.6658[554.9604104800521014.7208839634673483.6674820550281912.12245438067161762.8577294742872]