Run
177744

Run 177744

Task 7355 (Supervised Data Stream Classification) BNG(kr-vs-kp,10000,10) 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
0.8556
Per class
Confusion matrix
F measure
0.8264
Per class
Kappa
0.652
KB relative information score
641973.106
Mean absolute error
0.1808
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8264
Per class
Predictive accuracy
0.8264
Prior entropy
1
Recall
0.8264
Per class
Relative absolute error
0.3616
Root mean prior squared error
0.5
Root mean squared error
0.3996
Root relative squared error
0.7992