Run
158657

Run 158657

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 12-02-2015 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
0.7425
Per class
Confusion matrix
F measure
0.4864
Per class
Kappa
0.4282
KB relative information score
553085.9481
Mean absolute error
0.1184
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4546
Per class
Predictive accuracy
0.5857
Prior entropy
2.8074
Recall
0.5857
Per class
Relative absolute error
0.4835
Root mean prior squared error
0.3499
Root mean squared error
0.3437
Root relative squared error
0.9822