Run
158640

Run 158640

Task 2134 (Supervised Data Stream Classification) BNG(mfeat-karhunen) 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
0.5502
Per class
Confusion matrix
F measure
0.1102
Per class
Kappa
0.1001
KB relative information score
152905.0085
Mean absolute error
0.162
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.1015
Per class
Predictive accuracy
0.1899
Prior entropy
3.3219
Recall
0.1899
Per class
Relative absolute error
0.9001
Root mean prior squared error
0.3
Root mean squared error
0.4025
Root relative squared error
1.3415