DEVELOPMENT... OpenML
Run
158575

Run 158575

Task 131 (Supervised Data Stream Classification) BNG(bridges_version2,nominal,1000000) 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
0.5645
Per class
Confusion matrix
F measure
0.1474
Per class
Kappa
0.1207
KB relative information score
139395.3852
Mean absolute error
0.2606
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.1436
Per class
Predictive accuracy
0.2184
Prior entropy
2.585
Recall
0.2184
Per class
Relative absolute error
0.9383
Root mean prior squared error
0.3727
Root mean squared error
0.5096
Root relative squared error
1.3674