Run
177972

Run 177972

Task 7370 (Supervised Data Stream Classification) BNG(audiology,5000,10) 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
0.0001
Per class
KB relative information score
-7183.6846
Mean absolute error
0.0828
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0
Per class
Predictive accuracy
0.0061
Prior entropy
4.585
Recall
0.0061
Per class
Relative absolute error
1.0371
Root mean prior squared error
0.1998
Root mean squared error
0.2878
Root relative squared error
1.4402