Run
166484

Run 166484

Task 164 (Supervised Data Stream Classification) BNG(credit-a,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
0.9045
Per class
Confusion matrix
F measure
0.8496
Per class
Kappa
0.696
KB relative information score
497266.2008
Mean absolute error
0.2719
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.85
Per class
Predictive accuracy
0.8495
Prior entropy
1
Recall
0.8495
Per class
Relative absolute error
0.5437
Root mean prior squared error
0.5
Root mean squared error
0.3472
Root relative squared error
0.6944