Run
158633

Run 158633

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) 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
0.5425
Per class
Confusion matrix
F measure
0.8304
Per class
Kappa
0.0342
KB relative information score
241484.6223
Mean absolute error
0.068
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8154
Per class
Predictive accuracy
0.846
Prior entropy
2.3219
Recall
0.846
Per class
Relative absolute error
0.2126
Root mean prior squared error
0.4
Root mean squared error
0.2358
Root relative squared error
0.5896