Run
158635

Run 158635

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) 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
0.69
Per class
Confusion matrix
F measure
0.6954
Per class
Kappa
0.3108
KB relative information score
389119.586
Mean absolute error
0.3061
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6927
Per class
Predictive accuracy
0.7001
Prior entropy
1
Recall
0.7001
Per class
Relative absolute error
0.6122
Root mean prior squared error
0.5
Root mean squared error
0.513
Root relative squared error
1.026