DEVELOPMENT... OpenML
Run
158482

Run 158482

Task 177 (Supervised Data Stream Classification) BNG(heart-h,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
0.8543
Per class
Confusion matrix
F measure
0.8157
Per class
Kappa
0.6065
KB relative information score
791881.2459
Mean absolute error
0.0796
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8132
Per class
Predictive accuracy
0.8186
Prior entropy
2.3219
Recall
0.8186
Per class
Relative absolute error
0.2488
Root mean prior squared error
0.4
Root mean squared error
0.2455
Root relative squared error
0.6138