DEVELOPMENT... OpenML
Run
897

Run 897

Task 131 (Supervised Data Stream Classification) BNG(bridges_version2,nominal,1000000) Uploaded 08-04-2014 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
0.5628
Per class
Confusion matrix
F measure
0.1472
Per class
Kappa
0.1204
KB relative information score
138600.0978
Mean absolute error
0.2606
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.1439
Per class
Predictive accuracy
0.2182
Prior entropy
2.585
Ram hours
0
Recall
0.2182
Per class
Relative absolute error
0.9382
Root mean prior squared error
0.3727
Root mean squared error
0.5105
Root relative squared error
1.3698
Run CPU time
5.69