Run
158651

Run 158651

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.7945
Per class
Confusion matrix
F measure
0.8368
Per class
Kappa
0.497
KB relative information score
674703.4924
Mean absolute error
0.1634
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8349
Per class
Predictive accuracy
0.8394
Prior entropy
1
Recall
0.8394
Per class
Relative absolute error
0.3267
Root mean prior squared error
0.5
Root mean squared error
0.3697
Root relative squared error
0.7394