DEVELOPMENT... OpenML
Run
158650

Run 158650

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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
0.7896
Per class
Confusion matrix
F measure
0.7416
Per class
Kappa
0.4849
KB relative information score
714603.581
Mean absolute error
0.1062
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7396
Per class
Predictive accuracy
0.7437
Prior entropy
2.3219
Recall
0.7437
Per class
Relative absolute error
0.3319
Root mean prior squared error
0.4
Root mean squared error
0.2943
Root relative squared error
0.7357