Run
246531

Run 246531

Task 267 (Supervised Classification) diabetes Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.SGD(3)Weka implementation of SGD
weka.SGD(3)_F0
weka.SGD(3)_L0.01
weka.SGD(3)_R1.0E-4
weka.SGD(3)_E500
weka.SGD(3)_C0.001
weka.SGD(3)_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
0.7391
Per class
Cross-validation details (33% Holdout set)
F measure
0.7697
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4956
Cross-validation details (33% Holdout set)
KB relative information score
125.9673
Cross-validation details (33% Holdout set)
Mean absolute error
0.2253
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4589
Cross-validation details (33% Holdout set)
Number of instances
253
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7707
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7747
Cross-validation details (33% Holdout set)
Prior entropy
0.9335
Cross-validation details (33% Holdout set)
Recall
0.7747
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4909
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4813
Cross-validation details (33% Holdout set)
Root mean squared error
0.4747
Cross-validation details (33% Holdout set)
Root relative squared error
0.9863
Cross-validation details (33% Holdout set)
SciMark benchmark
1413.089
UserCPU time millis
30
Cross-validation details (33% Holdout set)
UserCPU time millis training
30
Cross-validation details (33% Holdout set)