Run
178862

Run 178862

Task 7368 (Supervised Data Stream Classification) BNG(audiology,5000,1) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.8987
Per class
Confusion matrix
F measure
0.5431
Per class
Kappa
0.5423
KB relative information score
666279.2616
Mean absolute error
0.0378
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.5657
Per class
Predictive accuracy
0.6255
Prior entropy
4.585
Recall
0.6255
Per class
Relative absolute error
0.4729
Root mean prior squared error
0.1998
Root mean squared error
0.145
Root relative squared error
0.7254