Run
158642

Run 158642

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.5291
Per class
Confusion matrix
F measure
0.5995
Per class
Kappa
0.0424
KB relative information score
195469.511
Mean absolute error
0.4024
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5976
Per class
Predictive accuracy
0.6016
Prior entropy
1
Recall
0.6016
Per class
Relative absolute error
0.8047
Root mean prior squared error
0.5
Root mean squared error
0.6039
Root relative squared error
1.2078