DEVELOPMENT... OpenML
Run
158584

Run 158584

Task 162 (Supervised Data Stream Classification) BNG(colic,nominal,1000000) Uploaded 12-02-2015 by Jason
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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
0.8347
Per class
Confusion matrix
F measure
0.8519
Per class
Kappa
0.68
KB relative information score
706637.3504
Mean absolute error
0.1467
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8522
Per class
Predictive accuracy
0.8533
Prior entropy
1
Recall
0.8533
Per class
Relative absolute error
0.2934
Root mean prior squared error
0.5
Root mean squared error
0.3827
Root relative squared error
0.7653