DEVELOPMENT... OpenML
Run
178507

Run 178507

Task 7344 (Supervised Data Stream Classification) BNG(anneal.ORIG,10000,1) Uploaded 23-02-2015 by Jason
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Flow

moa.LeveragingBag_SGD(1)Moa implementation of LeveragingBag
moa.SGD(1)_l1.0E-4
moa.SGD(1)_oHINGE
moa.SGD(1)_r1.0E-4
moa.LeveragingBag_SGD(1)_lmoa.classifiers.functions.SGD
moa.LeveragingBag_SGD(1)_s10
moa.LeveragingBag_SGD(1)_w6.0
moa.LeveragingBag_SGD(1)_a0.002
moa.LeveragingBag_SGD(1)_ofalse
moa.LeveragingBag_SGD(1)_mLeveragingBag
moa.LeveragingBag_SGD(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
0.4994
Per class
Confusion matrix
F measure
0.0222
Per class
Kappa
-0.0003
KB relative information score
18052.492
Mean absolute error
0.2972
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.0124
Per class
Predictive accuracy
0.1085
Prior entropy
2.585
Recall
0.1085
Per class
Relative absolute error
1.07
Root mean prior squared error
0.3727
Root mean squared error
0.5438
Root relative squared error
1.4591