Run
158669

Run 158669

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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
0.6208
Per class
Confusion matrix
F measure
0.2498
Per class
Kappa
0.2173
KB relative information score
258151.9567
Mean absolute error
0.2244
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.2402
Per class
Predictive accuracy
0.3267
Prior entropy
2.585
Recall
0.3267
Per class
Relative absolute error
0.808
Root mean prior squared error
0.3727
Root mean squared error
0.4737
Root relative squared error
1.2712