DEVELOPMENT... OpenML
Run
158466

Run 158466

Task 161 (Supervised Data Stream Classification) BNG(colic.ORIG,nominal,1000000) Uploaded 12-02-2015 by Jason
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Flow

moa.LeveragingBag_SPegasos(1)Moa implementation of LeveragingBag
moa.SPegasos(1)_l1.0E-4
moa.SPegasos(1)_oHINGE
moa.LeveragingBag_SPegasos(1)_lmoa.classifiers.functions.SPegasos
moa.LeveragingBag_SPegasos(1)_s10
moa.LeveragingBag_SPegasos(1)_w6.0
moa.LeveragingBag_SPegasos(1)_a0.002
moa.LeveragingBag_SPegasos(1)_ofalse
moa.LeveragingBag_SPegasos(1)_mLeveragingBag
moa.LeveragingBag_SPegasos(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
0.5563
Per class
Kappa
0.0011
KB relative information score
109920.7655
Mean absolute error
0.4454
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5535
Per class
Predictive accuracy
0.5594
Prior entropy
1
Recall
0.5594
Per class
Relative absolute error
0.8908
Root mean prior squared error
0.5
Root mean squared error
0.6477
Root relative squared error
1.2954