DEVELOPMENT... OpenML
Run
101133

Run 101133

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 08-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.8411
Per class
Build CPU time
0.0321
Build memory
420204359.2
F measure
0.9167
Per class
Kappa
0.6281
KB relative information score
214.8908
Mean absolute error
0.0867
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9217
Per class
Predictive accuracy
0.9133
Prior entropy
0.5405
Recall
0.9133
Per class
Relative absolute error
0.4015
Root mean prior squared error
0.3275
Root mean squared error
0.2944
Root relative squared error
0.8988
SciMark benchmark
926.786