Run
158628

Run 158628

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.9032
Per class
Confusion matrix
F measure
0.9139
Per class
Kappa
0.81
KB relative information score
829560.4488
Mean absolute error
0.0852
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9148
Per class
Predictive accuracy
0.9149
Prior entropy
1
Recall
0.9149
Per class
Relative absolute error
0.1705
Root mean prior squared error
0.5
Root mean squared error
0.2881
Root relative squared error
0.5762