Run
177678

Run 177678

Task 7380 (Supervised Data Stream Classification) BNG(autos,10000,1) Uploaded 23-02-2015 by Jan van Rijn
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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
0.5
Per class
Confusion matrix
F measure
0.0006
Per class
KB relative information score
-61029.0892
Mean absolute error
0.2809
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.0003
Per class
Predictive accuracy
0.0168
Prior entropy
2.8074
Recall
0.0168
Per class
Relative absolute error
1.147
Root mean prior squared error
0.3499
Root mean squared error
0.5298
Root relative squared error
1.514