Run
158643

Run 158643

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 12-02-2015 by Jan van Rijn
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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
0.5494
Per class
Confusion matrix
F measure
0.1024
Per class
Kappa
0.0875
KB relative information score
145904.1011
Mean absolute error
0.1639
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.0952
Per class
Predictive accuracy
0.1823
Prior entropy
3.3219
Recall
0.1823
Per class
Relative absolute error
0.9105
Root mean prior squared error
0.3
Root mean squared error
0.4022
Root relative squared error
1.3407