Run
166487

Run 166487

Task 166 (Supervised Data Stream Classification) BNG(credit-g,nominal,1000000) Uploaded 18-02-2015 by Jan van Rijn
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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
0.7983
Per class
Confusion matrix
F measure
0.7418
Per class
Kappa
0.3614
KB relative information score
380263.7529
Mean absolute error
0.3249
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.749
Per class
Predictive accuracy
0.762
Prior entropy
1
Recall
0.762
Per class
Relative absolute error
0.6497
Root mean prior squared error
0.5
Root mean squared error
0.4005
Root relative squared error
0.801