Run
158599

Run 158599

Task 172 (Supervised Data Stream Classification) BNG(sonar,nominal,1000000) Uploaded 12-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_SGD(1)Moa implementation of LeveragingBag
moa.SGD(1)_l1.0E-4
moa.SGD(1)_oHINGE
moa.SGD(1)_r1.0E-4
moa.LeveragingBag_SGD(1)_lmoa.classifiers.functions.SGD
moa.LeveragingBag_SGD(1)_s10
moa.LeveragingBag_SGD(1)_w6.0
moa.LeveragingBag_SGD(1)_a0.002
moa.LeveragingBag_SGD(1)_ofalse
moa.LeveragingBag_SGD(1)_mLeveragingBag
moa.LeveragingBag_SGD(1)_r1

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
0.7936
Per class
Confusion matrix
F measure
0.7942
Per class
Kappa
0.5863
KB relative information score
588767.7667
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
Recall
0.7944
Per class
Relative absolute error
0.4112
Root mean prior squared error
0.5
Root mean squared error
0.4529
Root relative squared error
0.9058