Run
177372

Run 177372

Task 7362 (Supervised Data Stream Classification) BNG(letter,10000,1) 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
0.8026
Per class
Confusion matrix
F measure
0.3585
Per class
Kappa
0.3281
KB relative information score
409566.7682
Mean absolute error
0.0602
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.3869
Per class
Predictive accuracy
0.3539
Prior entropy
4.7004
Recall
0.3539
Per class
Relative absolute error
0.814
Root mean prior squared error
0.1923
Root mean squared error
0.1759
Root relative squared error
0.9147