Run
158666

Run 158666

Task 6707 (Supervised Data Stream Classification) BNG(wine) 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
0.703
Per class
Confusion matrix
F measure
0.5132
Per class
Kappa
0.3703
KB relative information score
458603.0959
Mean absolute error
0.2645
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.4559
Per class
Predictive accuracy
0.6062
Prior entropy
1.585
Recall
0.6062
Per class
Relative absolute error
0.5951
Root mean prior squared error
0.4714
Root mean squared error
0.4991
Root relative squared error
1.0587