Run
158494

Run 158494

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,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
0.6514
Per class
Confusion matrix
F measure
0.4086
Per class
Kappa
0.2498
KB relative information score
306519.7793
Mean absolute error
0.3399
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.3621
Per class
Predictive accuracy
0.4996
Prior entropy
1.585
Recall
0.4996
Per class
Relative absolute error
0.7647
Root mean prior squared error
0.4714
Root mean squared error
0.5549
Root relative squared error
1.1771