DEVELOPMENT... OpenML
Run
158593

Run 158593

Task 170 (Supervised Data Stream Classification) BNG(segment) 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
0.5365
Per class
Confusion matrix
F measure
0.1207
Per class
Kappa
0.073
KB relative information score
143202.666
Mean absolute error
0.2268
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.1416
Per class
Predictive accuracy
0.2061
Prior entropy
2.8074
Recall
0.2061
Per class
Relative absolute error
0.9262
Root mean prior squared error
0.3499
Root mean squared error
0.4763
Root relative squared error
1.361