DEVELOPMENT... OpenML
Run
142643

Run 142643

Task 37 (Supervised Classification) diabetes Uploaded 31-01-2015 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.

22 Evaluation measures

Area under ROC curve
0.7302
Per class
F measure
0.7642
Per class
Kappa
0.4744
KB relative information score
360.1638
Mean absolute error
0.2318
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7634
Per class
Predictive accuracy
0.7682
Prior entropy
0.9335
Recall
0.7682
Per class
Relative absolute error
0.51
Root mean prior squared error
0.4766
Root mean squared error
0.4814
Root relative squared error
1.01
SciMark benchmark
942.2963
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40