DEVELOPMENT... OpenML
Run
158602

Run 158602

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,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
0.861
Per class
Confusion matrix
F measure
0.8623
Per class
Kappa
0.7213
KB relative information score
724595.8516
Mean absolute error
0.1377
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8623
Per class
Predictive accuracy
0.8623
Prior entropy
1
Recall
0.8623
Per class
Relative absolute error
0.2754
Root mean prior squared error
0.5
Root mean squared error
0.3709
Root relative squared error
0.7417