Run
1831607

Run 1831607

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.SGD(3)Moa implementation of SGD
moa.SGD(3)_l1.0E-4
moa.SGD(3)_r1.0E-4
moa.SGD(3)_oLOGLOSS

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
0.6564
Per class
Confusion matrix
F measure
0.6499
Per class
Kappa
0.2933
KB relative information score
297028.0342
Mean absolute error
0.3517
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.651
Per class
Predictive accuracy
0.6493
Prior entropy
1
Recall
0.6493
Per class
Relative absolute error
0.7034
Root mean prior squared error
0.5
Root mean squared error
0.5838
Root relative squared error
1.1676