Run
158649

Run 158649

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.83
Per class
Confusion matrix
F measure
0.7866
Per class
Kappa
0.5674
KB relative information score
555015.1782
Mean absolute error
0.2249
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7865
Per class
Predictive accuracy
0.7869
Prior entropy
1
Recall
0.7869
Per class
Relative absolute error
0.4497
Root mean prior squared error
0.5
Root mean squared error
0.4238
Root relative squared error
0.8476