DEVELOPMENT... OpenML
Run
158591

Run 158591

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 12-02-2015 by Jason
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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
0.5503
Per class
Confusion matrix
F measure
0.1137
Per class
Kappa
0.1009
KB relative information score
154697.9292
Mean absolute error
0.1617
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.1077
Per class
Predictive accuracy
0.1917
Prior entropy
3.3219
Recall
0.1917
Per class
Relative absolute error
0.8981
Root mean prior squared error
0.3
Root mean squared error
0.4021
Root relative squared error
1.3402