Run
158603

Run 158603

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.8678
Per class
Confusion matrix
F measure
0.867
Per class
Kappa
0.7342
KB relative information score
734118.7404
Mean absolute error
0.1329
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8677
Per class
Predictive accuracy
0.8671
Prior entropy
1
Recall
0.8671
Per class
Relative absolute error
0.2659
Root mean prior squared error
0.5
Root mean squared error
0.3642
Root relative squared error
0.7284