Run
178806

Run 178806

Task 7377 (Supervised Data Stream Classification) BNG(autos,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
0.8989
Per class
Confusion matrix
F measure
0.6718
Per class
Kappa
0.5878
KB relative information score
629692.1907
Mean absolute error
0.1219
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6807
Per class
Predictive accuracy
0.6918
Prior entropy
2.8074
Recall
0.6918
Per class
Relative absolute error
0.4979
Root mean prior squared error
0.3499
Root mean squared error
0.2488
Root relative squared error
0.7109