DEVELOPMENT... OpenML
Run
7634

Run 7634

Task 29 (Supervised Classification) credit-approval 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.

19 Evaluation measures

Area under ROC curve
0.8591
Per class
F measure
0.8525
Per class
Kappa
0.7059
KB relative information score
482.3691
Mean absolute error
0.1478
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8634
Per class
Predictive accuracy
0.8522
Prior entropy
0.9913
Recall
0.8522
Per class
Relative absolute error
0.2993
Root mean prior squared error
0.497
Root mean squared error
0.3845
Root relative squared error
0.7737
SciMark benchmark
947.2677[565.39404163109531016.0585376856843478.28140966761225916.58736979803611760.0170946291457]