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Run
3291

Run 3291

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 30-04-2014 by Jason
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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
0.9977
Per class
Confusion matrix
F measure
0.9638
Per class
Kappa
0.9547
KB relative information score
933151.2712
Mean absolute error
0.0296
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9652
Per class
Predictive accuracy
0.9638
Prior entropy
2.585
Ram hours
0.0027
Recall
0.9638
Per class
Relative absolute error
0.1067
Root mean prior squared error
0.3727
Root mean squared error
0.1042
Root relative squared error
0.2797
Run CPU time
14028.01