DEVELOPMENT... OpenML
Run
158485

Run 158485

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.8394
Per class
Confusion matrix
F measure
0.7825
Per class
Kappa
0.5653
KB relative information score
483073.9662
Mean absolute error
0.2668
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7833
Per class
Predictive accuracy
0.7826
Prior entropy
1
Recall
0.7826
Per class
Relative absolute error
0.5336
Root mean prior squared error
0.5
Root mean squared error
0.4076
Root relative squared error
0.8151