Run
158648

Run 158648

Task 2244 (Supervised Data Stream Classification) adult 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
0.4987
Per class
Confusion matrix
F measure
0.6339
Per class
Kappa
-0.0033
KB relative information score
13282.4818
Mean absolute error
0.364
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.6348
Per class
Predictive accuracy
0.6331
Prior entropy
1
Recall
0.6331
Per class
Relative absolute error
0.728
Root mean prior squared error
0.5
Root mean squared error
0.588
Root relative squared error
1.176