Run
158626

Run 158626

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.826
Per class
Confusion matrix
F measure
0.8461
Per class
Kappa
0.6713
KB relative information score
692522.4507
Mean absolute error
0.1549
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.853
Per class
Predictive accuracy
0.8499
Prior entropy
1
Recall
0.8499
Per class
Relative absolute error
0.3097
Root mean prior squared error
0.5
Root mean squared error
0.3851
Root relative squared error
0.7702