Run
158570

Run 158570

Task 123 (Supervised Data Stream Classification) BNG(labor,nominal,1000000) 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
0.8991
Per class
Confusion matrix
F measure
0.918
Per class
Kappa
0.8188
KB relative information score
838441.3361
Mean absolute error
0.0808
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9203
Per class
Predictive accuracy
0.9192
Prior entropy
1
Recall
0.9192
Per class
Relative absolute error
0.1616
Root mean prior squared error
0.5
Root mean squared error
0.284
Root relative squared error
0.568