Run
159895

Run 159895

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 13-02-2015 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
0.5003
Per class
Confusion matrix
F measure
0.5627
Per class
Kappa
0.0006
KB relative information score
119812.0534
Mean absolute error
0.4405
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5595
Per class
Predictive accuracy
0.5664
Prior entropy
1
Recall
0.5664
Per class
Relative absolute error
0.8811
Root mean prior squared error
0.5
Root mean squared error
0.6212
Root relative squared error
1.2424