Run
1188

Run 1188

Task 172 (Supervised Data Stream Classification) BNG(sonar,nominal,1000000) Uploaded 10-04-2014 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)_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
0.7928
Per class
Confusion matrix
F measure
0.7942
Per class
Kappa
0.5863
KB relative information score
588794
Mean absolute error
0.2056
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7942
Per class
Predictive accuracy
0.7944
Prior entropy
1
Ram hours
0
Recall
0.7944
Per class
Relative absolute error
0.4112
Root mean prior squared error
0.5
Root mean squared error
0.4534
Root relative squared error
0.9069
Run CPU time
23.83