DEVELOPMENT... OpenML
Run
158471

Run 158471

Task 164 (Supervised Data Stream Classification) BNG(credit-a,nominal,1000000) Uploaded 12-02-2015 by Jason
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Flow

moa.LeveragingBag_SPegasos(1)Moa implementation of LeveragingBag
moa.SPegasos(1)_l1.0E-4
moa.SPegasos(1)_oHINGE
moa.LeveragingBag_SPegasos(1)_lmoa.classifiers.functions.SPegasos
moa.LeveragingBag_SPegasos(1)_s10
moa.LeveragingBag_SPegasos(1)_w6.0
moa.LeveragingBag_SPegasos(1)_a0.002
moa.LeveragingBag_SPegasos(1)_ofalse
moa.LeveragingBag_SPegasos(1)_mLeveragingBag
moa.LeveragingBag_SPegasos(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
0.8429
Per class
Confusion matrix
F measure
0.8007
Per class
Kappa
0.5972
KB relative information score
578959.6528
Mean absolute error
0.2129
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8013
Per class
Predictive accuracy
0.8004
Prior entropy
1
Recall
0.8004
Per class
Relative absolute error
0.4258
Root mean prior squared error
0.5
Root mean squared error
0.4115
Root relative squared error
0.8231