Run
158582

Run 158582

Task 161 (Supervised Data Stream Classification) BNG(colic.ORIG,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
0.6851
Per class
Confusion matrix
F measure
0.6927
Per class
Kappa
0.3062
KB relative information score
388505.657
Mean absolute error
0.3059
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6904
Per class
Predictive accuracy
0.6961
Prior entropy
1
Recall
0.6961
Per class
Relative absolute error
0.6118
Root mean prior squared error
0.5
Root mean squared error
0.5239
Root relative squared error
1.0478