Run
1361

Run 1361

Task 123 (Supervised Data Stream Classification) BNG(labor,nominal,1000000) Uploaded 18-04-2014 by Jan van Rijn
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Flow

moa.LeveragingBag_kNN(1)Moa implementation of LeveragingBag
moa.LeveragingBag_kNN(1)_a0.002
moa.LeveragingBag_kNN(1)_lmoa.classifiers.lazy.kNN
moa.LeveragingBag_kNN(1)_mLeveragingBag
moa.LeveragingBag_kNN(1)_ofalse
moa.LeveragingBag_kNN(1)_r1
moa.LeveragingBag_kNN(1)_s10
moa.LeveragingBag_kNN(1)_w6.0
moa.kNN(1)_k10
moa.kNN(1)_nLinearNN
moa.kNN(1)_w1000

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.

20 Evaluation measures

Area under ROC curve
0.9852
Per class
Confusion matrix
F measure
0.9415
Per class
Kappa
0.8716
KB relative information score
800205.3664
Mean absolute error
0.1091
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9418
Per class
Predictive accuracy
0.9419
Prior entropy
1
Ram hours
0.0008
Recall
0.9419
Per class
Relative absolute error
0.2182
Root mean prior squared error
0.5
Root mean squared error
0.2136
Root relative squared error
0.4273
Run CPU time
5692.98