Run
177388

Run 177388

Task 7347 (Supervised Data Stream Classification) BNG(kr-vs-kp,1000,1) 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
0.8581
Per class
Confusion matrix
F measure
0.827
Per class
Kappa
0.6534
KB relative information score
642170.189
Mean absolute error
0.1809
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.827
Per class
Predictive accuracy
0.827
Prior entropy
1
Recall
0.827
Per class
Relative absolute error
0.3617
Root mean prior squared error
0.5
Root mean squared error
0.3951
Root relative squared error
0.7901