DEVELOPMENT... OpenML
Run
178776

Run 178776

Task 7353 (Supervised Data Stream Classification) BNG(kr-vs-kp,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
0.886
Per class
Confusion matrix
F measure
0.8768
Per class
Kappa
0.7529
KB relative information score
748543.4495
Mean absolute error
0.1266
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8772
Per class
Predictive accuracy
0.8769
Prior entropy
1
Recall
0.8769
Per class
Relative absolute error
0.2531
Root mean prior squared error
0.5
Root mean squared error
0.3462
Root relative squared error
0.6924