DEVELOPMENT... OpenML
Run
158488

Run 158488

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,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
0.8749
Per class
Confusion matrix
F measure
0.8257
Per class
Kappa
0.6468
KB relative information score
619575.7756
Mean absolute error
0.1943
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8258
Per class
Predictive accuracy
0.826
Prior entropy
1
Recall
0.826
Per class
Relative absolute error
0.3885
Root mean prior squared error
0.5
Root mean squared error
0.3763
Root relative squared error
0.7526