Run
177929

Run 177929

Task 7350 (Supervised Data Stream Classification) BNG(kr-vs-kp,5000,1) Uploaded 23-02-2015 by Jan van Rijn
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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
0.8889
Per class
Confusion matrix
F measure
0.8739
Per class
Kappa
0.7473
KB relative information score
740061.504
Mean absolute error
0.1312
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8741
Per class
Predictive accuracy
0.874
Prior entropy
1
Recall
0.874
Per class
Relative absolute error
0.2625
Root mean prior squared error
0.5
Root mean squared error
0.3475
Root relative squared error
0.695