DEVELOPMENT... OpenML
Run
158665

Run 158665

Task 6705 (Supervised Data Stream Classification) BNG(adult) 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
0.5002
Per class
Confusion matrix
F measure
0.6344
Per class
Kappa
0.0009
KB relative information score
271504.1426
Mean absolute error
0.3643
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6354
Per class
Predictive accuracy
0.6334
Prior entropy
1
Recall
0.6334
Per class
Relative absolute error
0.7286
Root mean prior squared error
0.5
Root mean squared error
0.5877
Root relative squared error
1.1753