Run
158619

Run 158619

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.5108
Per class
Confusion matrix
F measure
0.0498
Per class
Kappa
0.0214
KB relative information score
78361.3439
Mean absolute error
0.1764
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.0929
Per class
Predictive accuracy
0.1192
Prior entropy
3.3219
Recall
0.1192
Per class
Relative absolute error
0.98
Root mean prior squared error
0.3
Root mean squared error
0.4197
Root relative squared error
1.3989