Run
158581

Run 158581

Task 128 (Supervised Data Stream Classification) BNG(mfeat-fourier,nominal,1000000) 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
0.5529
Per class
Confusion matrix
F measure
0.117
Per class
Kappa
0.1056
KB relative information score
158111.1954
Mean absolute error
0.161
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.1104
Per class
Predictive accuracy
0.1949
Prior entropy
3.3219
Recall
0.1949
Per class
Relative absolute error
0.8945
Root mean prior squared error
0.3
Root mean squared error
0.4013
Root relative squared error
1.3375