DEVELOPMENT... OpenML
Run
158572

Run 158572

Task 159 (Supervised Data Stream Classification) BNG(cmc,nominal,55296) 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
0.5203
Per class
Confusion matrix
F measure
0.1542
Per class
Kappa
0.033
KB relative information score
-567.48
Mean absolute error
0.492
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.3807
Per class
Predictive accuracy
0.2621
Prior entropy
1.585
Recall
0.2621
Per class
Relative absolute error
1.1069
Root mean prior squared error
0.4714
Root mean squared error
0.7013
Root relative squared error
1.4876