DEVELOPMENT... OpenML
Run
158614

Run 158614

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 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
0.7605
Per class
Confusion matrix
F measure
0.7413
Per class
Kappa
0.4875
KB relative information score
692193.0935
Mean absolute error
0.1156
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7534
Per class
Predictive accuracy
0.7438
Prior entropy
2.3219
Recall
0.7438
Per class
Relative absolute error
0.3613
Root mean prior squared error
0.4
Root mean squared error
0.3038
Root relative squared error
0.7595

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