Run
1831632

Run 1831632

Task 7311 (Supervised Data Stream Classification) Stagger2 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
0.9494
Per class
Confusion matrix
F measure
0.8859
Per class
Kappa
0.7689
KB relative information score
603864.7096
Mean absolute error
0.2126
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9073
Per class
Predictive accuracy
0.8888
Prior entropy
1
Recall
0.8888
Per class
Relative absolute error
0.4251
Root mean prior squared error
0.5
Root mean squared error
0.2945
Root relative squared error
0.589