Run
158590

Run 158590

Task 167 (Supervised Data Stream Classification) BNG(pendigits,nominal,1000000) 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
0.5489
Per class
Confusion matrix
F measure
0.1145
Per class
Kappa
0.0978
KB relative information score
155070.9018
Mean absolute error
0.1616
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.111
Per class
Predictive accuracy
0.192
Prior entropy
3.3219
Recall
0.192
Per class
Relative absolute error
0.8977
Root mean prior squared error
0.3
Root mean squared error
0.402
Root relative squared error
1.3399