DEVELOPMENT... OpenML
Run
12189

Run 12189

Task 7 (Supervised Classification) audiology Uploaded 22-05-2014 by Felicia West
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Flow

weka.MultiClassClassifierUpdateable_SGD(1)Weka implementation of MultiClassClassifierUpdateable
weka.MultiClassClassifierUpdateable_SGD(1)_M0
weka.MultiClassClassifierUpdateable_SGD(1)_R2.0
weka.MultiClassClassifierUpdateable_SGD(1)_S1
weka.MultiClassClassifierUpdateable_SGD(1)_Wweka.classifiers.functions.SGD
weka.SGD(1)_C0.001
weka.SGD(1)_E500
weka.SGD(1)_F0
weka.SGD(1)_L0.01
weka.SGD(1)_R1.0E-4

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.

17 Evaluation measures

Area under ROC curve
0.9401
Per class
F measure
0.7895
Per class
Kappa
0.7294
KB relative information score
8.0159
Mean absolute error
0.0796
Mean prior absolute error
0.0724
Number of instances
226
Per class
Precision
0.8197
Per class
Predictive accuracy
0.7655
Prior entropy
3.6349
Recall
0.7655
Per class
Relative absolute error
1.0999
Root mean prior squared error
0.1893
Root mean squared error
0.1992
Root relative squared error
1.0524