Run
158579

Run 158579

Task 165 (Supervised Data Stream Classification) BNG(page-blocks,nominal,295245) 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
0.5069
Per class
Confusion matrix
F measure
0.8516
Per class
Kappa
0.0165
KB relative information score
261117.0449
Mean absolute error
0.0406
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8234
Per class
Predictive accuracy
0.8985
Prior entropy
2.3219
Recall
0.8985
Per class
Relative absolute error
0.1269
Root mean prior squared error
0.4
Root mean squared error
0.2015
Root relative squared error
0.5038