Run
158627

Run 158627

Task 2151 (Supervised Data Stream Classification) BNG(cmc) 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
0.5595
Per class
Confusion matrix
F measure
0.2817
Per class
Kappa
0.0979
KB relative information score
5804.6991
Mean absolute error
0.4359
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.318
Per class
Predictive accuracy
0.3463
Prior entropy
1.585
Recall
0.3463
Per class
Relative absolute error
0.9809
Root mean prior squared error
0.4714
Root mean squared error
0.6569
Root relative squared error
1.3935