Run
158474

Run 158474

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 12-02-2015 by Jan van Rijn
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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
0.5515
Per class
Confusion matrix
F measure
0.1135
Per class
Kappa
0.1028
KB relative information score
156540.583
Mean absolute error
0.1613
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.1052
Per class
Predictive accuracy
0.1934
Prior entropy
3.3219
Recall
0.1934
Per class
Relative absolute error
0.8963
Root mean prior squared error
0.3
Root mean squared error
0.4016
Root relative squared error
1.3385