Run
25168

Run 25168

Task 74 (Learning Curve) breast-w Uploaded 16-08-2014 by Jan van Rijn
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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
0.9623 ± 0.0233
Per class
Build CPU time
0.0123
Build memory
1008141285.11
F measure
0.9646 ± 0.021
Per class
Kappa
0.9217 ± 0.0462
KB relative information score
0.9181 ± 0.0486
Mean absolute error
0.0355 ± 0.0211
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
6990
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.9647 ± 0.0205
Per class
Predictive accuracy
0.9645 ± 0.0211
Prior entropy
0.9293 ± 0.0041
Recall
0.9645 ± 0.0211
Per class
Relative absolute error
0.0785 ± 0.0466
Root mean prior squared error
0.4753 ± 0.0014
Root mean squared error
0.1884 ± 0.0715
Root relative squared error
0.3963 ± 0.1504
SciMark benchmark
1151.8119[666.2492817676415948.7715922751474506.24318619956586969.82609449031692667.969475587816]