DEVELOPMENT... OpenML
Run
100878

Run 100878

Task 259 (Supervised Classification) credit-approval Uploaded 08-12-2014 by Felicia West
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Flow

weka.SGD(2)Weka implementation of SGD
weka.SGD(2)_C0.001
weka.SGD(2)_E500
weka.SGD(2)_F0
weka.SGD(2)_L0.01
weka.SGD(2)_R1.0E-4
weka.SGD(2)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8658
Per class
Build CPU time
0.073
Build memory
112504120
F measure
0.8632
Per class
Kappa
0.7279
KB relative information score
166.4639
Mean absolute error
0.1366
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8706
Per class
Predictive accuracy
0.8634
Prior entropy
0.9913
Recall
0.8634
Per class
Relative absolute error
0.2743
Root mean prior squared error
0.5008
Root mean squared error
0.3695
Root relative squared error
0.7379
SciMark benchmark
926.786