Run
158483

Run 158483

Task 172 (Supervised Data Stream Classification) BNG(sonar,nominal,1000000) 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
0.7054
Per class
Confusion matrix
F measure
0.6605
Per class
Kappa
0.3194
KB relative information score
278514.8455
Mean absolute error
0.365
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6616
Per class
Predictive accuracy
0.6601
Prior entropy
1
Recall
0.6601
Per class
Relative absolute error
0.73
Root mean prior squared error
0.5
Root mean squared error
0.5045
Root relative squared error
1.009