Run
187122

Run 187122

Task 1714 (Learning Curve) breast-w Uploaded 25-02-2015 by Jan van Rijn
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  • study_2 study_37 weka weka_3.7.12
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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
0.9619 ± 0.0231
Per class
F measure
0.9643 ± 0.0233
Per class
Kappa
0.9211 ± 0.0511
KB relative information score
0.9174 ± 0.0545
Mean absolute error
0.0358 ± 0.0236
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9644 ± 0.0226
Per class
Predictive accuracy
0.9642 ± 0.0236
Prior entropy
0.9293 ± 0.0043
Recall
0.9642 ± 0.0236
Per class
Relative absolute error
0.0791 ± 0.0522
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.1891 ± 0.0795
Root relative squared error
0.3979 ± 0.1673
SciMark benchmark
639.2945
UserCPU time millis
50
UserCPU time millis training
50