DEVELOPMENT... OpenML
Run
21300

Run 21300

Task 7 (Supervised Classification) audiology Uploaded 18-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_OneR(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_OneR(1)_C3
weka.MultiBoostAB_OneR(1)_I40
weka.MultiBoostAB_OneR(1)_P100
weka.MultiBoostAB_OneR(1)_S1
weka.MultiBoostAB_OneR(1)_Wweka.classifiers.rules.OneR
weka.OneR(1)_B6

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
0.6549
Per class
F measure
0.305
Per class
Kappa
0.3059
KB relative information score
61.1895
Mean absolute error
0.0446
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
0.2323
Per class
Predictive accuracy
0.4646
Prior entropy
3.6349
Recall
0.4646
Per class
Relative absolute error
0.6163
Root mean prior squared error
0.1893
Root mean squared error
0.2112
Root relative squared error
1.1158
SciMark benchmark
939.0892[568.71232145344071012.0561783624415483.44967579697345879.67784671861641751.5501218345944]