DEVELOPMENT... OpenML
Run
158461

Run 158461

Task 130 (Supervised Data Stream Classification) BNG(bridges_version1,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
0.5584
Per class
Confusion matrix
F measure
0.1248
Per class
Kappa
0.0938
KB relative information score
112549.2347
Mean absolute error
0.2712
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.1187
Per class
Predictive accuracy
0.1948
Prior entropy
2.585
Recall
0.1948
Per class
Relative absolute error
0.9764
Root mean prior squared error
0.3727
Root mean squared error
0.5094
Root relative squared error
1.3668

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