DEVELOPMENT... OpenML
Run
2800

Run 2800

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 28-04-2014 by Jason
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Flow

moa.SGD(1)Moa implementation of SGD
moa.SGD(1)_l1.0E-4
moa.SGD(1)_oHINGE
moa.SGD(1)_r1.0E-4

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8971
Per class
Confusion matrix
F measure
0.9139
Per class
Kappa
0.8099
KB relative information score
829688
Mean absolute error
0.0852
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9148
Per class
Predictive accuracy
0.9148
Prior entropy
1
Ram hours
0
Recall
0.9148
Per class
Relative absolute error
0.1703
Root mean prior squared error
0.5
Root mean squared error
0.2918
Root relative squared error
0.5836
Run CPU time
3.4487