DEVELOPMENT... OpenML
Run
158463

Run 158463

Task 159 (Supervised Data Stream Classification) BNG(cmc,nominal,55296) 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
0.5362
Per class
Confusion matrix
F measure
0.2879
Per class
Kappa
0.0531
KB relative information score
5943.1579
Mean absolute error
0.4361
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.2614
Per class
Predictive accuracy
0.351
Prior entropy
1.585
Recall
0.351
Per class
Relative absolute error
0.9811
Root mean prior squared error
0.4714
Root mean squared error
0.6262
Root relative squared error
1.3284