DEVELOPMENT... OpenML
Run
158480

Run 158480

Task 171 (Supervised Data Stream Classification) BNG(sick,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
0.5683
Per class
Confusion matrix
F measure
0.9105
Per class
Kappa
0.051
KB relative information score
856791.5759
Mean absolute error
0.0725
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8976
Per class
Predictive accuracy
0.9335
Prior entropy
1
Recall
0.9335
Per class
Relative absolute error
0.1451
Root mean prior squared error
0.5
Root mean squared error
0.2503
Root relative squared error
0.5007