Run
177721

Run 177721

Task 7391 (Supervised Data Stream Classification) BNG(lymph,10000,10) 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
0.9705
Per class
Confusion matrix
F measure
0.8862
Per class
Kappa
0.805
KB relative information score
829575.5281
Mean absolute error
0.0841
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9003
Per class
Predictive accuracy
0.8993
Prior entropy
2
Recall
0.8993
Per class
Relative absolute error
0.2242
Root mean prior squared error
0.433
Root mean squared error
0.1965
Root relative squared error
0.4538