Run
100933

Run 100933

Task 1801 (Supervised Classification) diabetes Uploaded 08-12-2014 by Joaquin Vanschoren
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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
0.7149
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Build CPU time
0.0277
Cross-validation details (5 times 2-fold Crossvalidation)
Build memory
212461668
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7562
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.4532
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1766.475
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2357
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
3840
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7584
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7643
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7643
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5186
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4855
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.0185
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
943.1817