Run
178608

Run 178608

Task 7357 (Supervised Data Stream Classification) BNG(letter,1000,5) Uploaded 23-02-2015 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
0.5
Per class
Confusion matrix
F measure
0.0028
Per class
KB relative information score
26819.2737
Mean absolute error
0.074
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.0015
Per class
Predictive accuracy
0.0384
Prior entropy
4.7004
Recall
0.0384
Per class
Relative absolute error
1.0001
Root mean prior squared error
0.1923
Root mean squared error
0.272
Root relative squared error
1.4143