DEVELOPMENT... OpenML
Run
166478

Run 166478

Task 159 (Supervised Data Stream Classification) BNG(cmc,nominal,55296) Uploaded 18-02-2015 by Jason
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Flow

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

18 Evaluation measures

Area under ROC curve
0.5973
Per class
Confusion matrix
F measure
0.2019
Per class
Kappa
0.0552
KB relative information score
5357.1068
Mean absolute error
0.4499
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.3426
Per class
Predictive accuracy
0.2896
Prior entropy
1.585
Recall
0.2896
Per class
Relative absolute error
1.0123
Root mean prior squared error
0.4714
Root mean squared error
0.5392
Root relative squared error
1.1439