DEVELOPMENT... OpenML
Run
158475

Run 158475

Task 167 (Supervised Data Stream Classification) BNG(pendigits,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
0.5517
Per class
Confusion matrix
F measure
0.115
Per class
Kappa
0.101
KB relative information score
158356.0954
Mean absolute error
0.1611
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.1083
Per class
Predictive accuracy
0.1949
Prior entropy
3.3219
Recall
0.1949
Per class
Relative absolute error
0.8948
Root mean prior squared error
0.3
Root mean squared error
0.4009
Root relative squared error
1.3364