DEVELOPMENT... OpenML
Run
101135

Run 101135

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.8201
Per class
Build CPU time
0.0237
Build memory
1095032968
F measure
0.9182
Per class
Kappa
0.6358
KB relative information score
251.3354
Mean absolute error
0.0821
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9185
Per class
Predictive accuracy
0.9179
Prior entropy
0.5574
Recall
0.9179
Per class
Relative absolute error
0.3649
Root mean prior squared error
0.3346
Root mean squared error
0.2865
Root relative squared error
0.8565
SciMark benchmark
945.7844