Run
158646

Run 158646

Task 2158 (Supervised Data Stream Classification) BNG(cylinder-bands) 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
0.5193
Per class
Confusion matrix
F measure
0.5204
Per class
Kappa
0.0175
KB relative information score
47425.0874
Mean absolute error
0.4758
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5207
Per class
Predictive accuracy
0.52
Prior entropy
1
Recall
0.52
Per class
Relative absolute error
0.9516
Root mean prior squared error
0.5
Root mean squared error
0.6576
Root relative squared error
1.3152