Run
158624

Run 158624

Task 188 (Supervised Data Stream Classification) CovPokElec 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
0.7142
Per class
Confusion matrix
F measure
0.6332
Per class
Kappa
0.4047
KB relative information score
960858.0552
Mean absolute error
0.0656
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.5995
Per class
Predictive accuracy
0.6709
Prior entropy
3.3219
Recall
0.6709
Per class
Relative absolute error
0.3645
Root mean prior squared error
0.3
Root mean squared error
0.2536
Root relative squared error
0.8454