Run
158594

Run 158594

Task 171 (Supervised Data Stream Classification) BNG(sick,nominal,1000000) Uploaded 12-02-2015 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
0.9091
Per class
KB relative information score
877522
Mean absolute error
0.0612
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8813
Per class
Predictive accuracy
0.9388
Prior entropy
1
Recall
0.9388
Per class
Relative absolute error
0.1225
Root mean prior squared error
0.5
Root mean squared error
0.2475
Root relative squared error
0.4949