Run
158671

Run 158671

Task 7281 (Supervised Data Stream Classification) BNG(Australian) 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
0.8471
Per class
Confusion matrix
F measure
0.839
Per class
Kappa
0.6773
KB relative information score
676345.6614
Mean absolute error
0.1618
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8514
Per class
Predictive accuracy
0.8382
Prior entropy
1
Recall
0.8382
Per class
Relative absolute error
0.3237
Root mean prior squared error
0.5
Root mean squared error
0.4023
Root relative squared error
0.8045