Run
178991

Run 178991

Task 7370 (Supervised Data Stream Classification) BNG(audiology,5000,10) 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
0.9165
Per class
Confusion matrix
F measure
0.5955
Per class
Kappa
0.5971
KB relative information score
671127.8145
Mean absolute error
0.0407
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.6723
Per class
Predictive accuracy
0.6664
Prior entropy
4.585
Recall
0.6664
Per class
Relative absolute error
0.5094
Root mean prior squared error
0.1998
Root mean squared error
0.1401
Root relative squared error
0.701