Run
158585

Run 158585

Task 164 (Supervised Data Stream Classification) BNG(credit-a,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
0.8522
Per class
Confusion matrix
F measure
0.8475
Per class
Kappa
0.6945
KB relative information score
694038.5437
Mean absolute error
0.153
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8545
Per class
Predictive accuracy
0.847
Prior entropy
1
Recall
0.847
Per class
Relative absolute error
0.306
Root mean prior squared error
0.5
Root mean squared error
0.3911
Root relative squared error
0.7821