DEVELOPMENT... OpenML
Run
158644

Run 158644

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) 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
0.6813
Per class
Confusion matrix
F measure
0.3667
Per class
Kappa
0.3287
KB relative information score
414452.7297
Mean absolute error
0.1772
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.3423
Per class
Predictive accuracy
0.4685
Prior entropy
2.585
Recall
0.4685
Per class
Relative absolute error
0.6378
Root mean prior squared error
0.3727
Root mean squared error
0.4209
Root relative squared error
1.1293